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@@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+data/mimic-iv-clinical-database-demo/hosp/labevents.csv filter=lfs diff=lfs merge=lfs -text
+data/mimic-iv-clinical-database-demo/icu/chartevents.csv filter=lfs diff=lfs merge=lfs -text

app.py

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+import gradio as gr
+import matplotlib.pyplot as plt
+import pandas as pd
+from utils import (
+    load_mimic_data, train_predictive_model, load_mednist_image, 
+    create_mock_segmentation, apply_threshold,
+    extract_entities, visualize_model_performance, get_clinical_text_examples
+)
+
+# show mimic data function
+def display_mimic_data():
+    diagnoses, procedures, prescriptions = load_mimic_data()
+    return diagnoses.head(5), procedures.head(5), prescriptions.head(5)
+
+# predictive model function
+def train_model():
+    model, mse, r2, X_test, y_test = train_predictive_model()
+    model_performance_fig = visualize_model_performance(model, X_test, y_test)
+    return f"Model Performance (trained on a medium-sized sample):\nMean Squared Error: {mse:.2f}\nR² Score: {r2:.2f}", model_performance_fig
+
+# show image segmentation function
+def process_image(image_index, threshold):
+    image_path = f'data/Mednist/AbdomenCT/{image_index:06d}.jpeg'
+    image = load_mednist_image(image_path)
+    segmented_output = create_mock_segmentation(image)
+    thresholded_output = apply_threshold(segmented_output, threshold)
+
+    fig, axes = plt.subplots(1, 3, figsize=(18, 6))
+    fig.subplots_adjust(hspace=0.3, wspace=0.3)
+
+    axes[0].imshow(image, cmap='gray')
+    axes[0].set_title("Original MedNIST Image", fontsize=16, pad=20)
+    axes[0].axis('off')
+
+    axes[1].imshow(segmented_output, cmap='jet')
+    axes[1].set_title("Segmentation Heatmap", fontsize=16, pad=20)
+    axes[1].axis('off')
+
+    axes[2].imshow(thresholded_output, cmap='gray')
+    axes[2].set_title(f"Thresholded Segmentation\n(Threshold: {threshold:.2f})", fontsize=16, pad=20)
+    axes[2].axis('off')
+
+    plt.tight_layout()
+    return fig
+
+# clinical text analysis functions
+def analyze_clinical_text(text):
+    entities = extract_entities(text)
+    df = pd.DataFrame(entities, columns=['Entity', 'Clinical Category', 'Original Category'])
+    return df.to_html(index=False)
+
+def update_text_input(example):
+    return example
+
+# gradio
+with gr.Blocks() as demo:
+    gr.Markdown("# Multi-Modal Clinical Data Analysis")
+    
+    with gr.Tab("1. MIMIC-IV Data Analysis"):
+        gr.Markdown("displaying a sample of mimic-iv data (1000 rows) for demonstration purposes.")
+        diagnoses_output = gr.DataFrame(label="Diagnoses")
+        procedures_output = gr.DataFrame(label="Procedures")
+        prescriptions_output = gr.DataFrame(label="Prescriptions")
+        
+        mimic_button = gr.Button("Load MIMIC Data")
+        mimic_button.click(display_mimic_data, inputs=None, outputs=[diagnoses_output, procedures_output, prescriptions_output])
+
+    with gr.Tab("2. Predictive Model for Length of Stay"):
+        gr.Markdown("training a model on a medium-sized sample (2000 rows) for a balance of performance and speed.")
+        model_output = gr.Textbox(label="Model Performance")
+        model_plot = gr.Plot()
+        model_button = gr.Button("Train Model")
+        model_button.click(train_model, inputs=None, outputs=[model_output, model_plot])
+
+    with gr.Tab("3. Image Segmentation"):
+        gr.Markdown("explore mock segmentation on mednist abdomenct images. this demo uses image processing techniques to create a visually appealing segmentation effect.")
+        image_index = gr.Slider(minimum=0, maximum=4, step=1, value=0, label="Image Index")
+        threshold_slider = gr.Slider(minimum=0, maximum=1, step=0.01, value=0.5, label="Segmentation Threshold")
+        image_output = gr.Plot()
+        image_button = gr.Button("Process Image")
+        image_button.click(process_image, inputs=[image_index, threshold_slider], outputs=image_output)
+
+    with gr.Tab("4. Clinical Text Analysis"):
+        gr.Markdown("extract named entities from clinical text using an improved clinical ner model.")
+        
+        with gr.Row():
+            text_input = gr.Textbox(
+                label="Enter clinical text",
+                value="Patient shows symptoms of COVID-19, including mild respiratory distress and fever. The X-ray indicates possible lung opacities."
+            )
+            example_dropdown = gr.Dropdown(
+                choices=get_clinical_text_examples(),
+                label="Select an example"
+            )
+        
+        text_output = gr.HTML()
+        text_button = gr.Button("Extract Entities")
+        
+        text_button.click(analyze_clinical_text, inputs=text_input, outputs=text_output)
+        example_dropdown.change(update_text_input, inputs=example_dropdown, outputs=text_input)
+
+demo.launch(share=True)

data/COVID-19_Radiography_Dataset/README.md.txt

@@ -0,0 +1,55 @@
+*****COVID-19 CHEST X-RAY DATABASE
+
+A team of researchers from Qatar University, Doha, Qatar, and the University of Dhaka, Bangladesh along with their collaborators from Pakistan and Malaysia in collaboration with medical doctors have created a database of chest X-ray images for COVID-19 positive cases along with Normal and Viral Pneumonia images. This COVID-19, normal and other lung infection dataset is released in stages. In the first release we have released 219 COVID-19, 1341 normal and 1345 viral pneumonia chest X-ray (CXR) images. In the first update, we have increased the COVID-19 class to 1200 CXR images. In the 2nd update, we have increased the database to 3616 COVID-19 positive cases along with 10,192 Normal, 6012 Lung Opacity (Non-COVID lung infection) and 1345 Viral Pneumonia images and corresponding lung masks. We will continue to update this database as soon as we have new x-ray images for COVID-19 pneumonia patients.  
+
+
+**COVID-19 data:
+-----------------------
+COVID data are collected from different publicly accessible dataset, online sources and published papers.
+-2473 CXR images are collected from padchest dataset[1].
+-183 CXR images from a Germany medical school[2].
+-559 CXR image from SIRM, Github, Kaggle & Tweeter[3,4,5,6]
+-400 CXR images from another Github source[7].
+
+
+***Normal images:
+---------------------------------------- 
+10192 Normal data are collected from from three different dataset.
+-8851 RSNA [8]
+-1341 Kaggle [9]
+
+
+***Lung opacity images:
+---------------------------------------- 
+6012 Lung opacity CXR images are collected from Radiological Society of North America (RSNA) CXR dataset  [8]
+
+***Viral Pneumonia images:
+---------------------------------------- 
+1345 Viral Pneumonia data are collected from  the Chest X-Ray Images (pneumonia) database [9]
+
+Please cite the follwoing two articles if you are using this dataset:
+-M.E.H. Chowdhury, T. Rahman, A. Khandakar, R. Mazhar, M.A. Kadir, Z.B. Mahbub, K.R. Islam, M.S. Khan, A. Iqbal, N. Al-Emadi, M.B.I. Reaz, M. T. Islam, “Can AI help in screening Viral and COVID-19 pneumonia?” IEEE Access, Vol. 8, 2020, pp. 132665 - 132676.
+-Rahman, T., Khandakar, A., Qiblawey, Y., Tahir, A., Kiranyaz, S., Kashem, S.B.A., Islam, M.T., Maadeed, S.A., Zughaier, S.M., Khan, M.S. and Chowdhury, M.E., 2020. Exploring the Effect of Image Enhancement Techniques on COVID-19 Detection using Chest X-ray Images. arXiv preprint arXiv:2012.02238.
+
+**Reference:
+[1]https://bimcv.cipf.es/bimcv-projects/bimcv-covid19/#1590858128006-9e640421-6711
+[2]https://github.com/ml-workgroup/covid-19-image-repository/tree/master/png
+[3]https://sirm.org/category/senza-categoria/covid-19/
+[4]https://eurorad.org
+[5]https://github.com/ieee8023/covid-chestxray-dataset
+[6]https://figshare.com/articles/COVID-19_Chest_X-Ray_Image_Repository/12580328
+[7]https://github.com/armiro/COVID-CXNet  
+[8]https://www.kaggle.com/c/rsna-pneumonia-detection-challenge/data
+[9] https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia
+
+
+***Formats
+    - All the images are in Portable Network Graphics (PNG) file format and resolution are 299*299 pixels.
+
+****Objective
+    -  Researchers can use this database to produce useful and impactful scholarly work on COVID-19, which can help in tackling this pandemic. 
+
+
+
+
+

data/mimic-iv-clinical-database-demo/LICENSE.txt

@@ -0,0 +1,540 @@
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+Please note that some jurisdictions do not allow for the waiver of moral
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+jurisdictions.
+
+### 6.0 Fair dealing, Database exceptions, and other rights not affected 
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+Database, including without limitation:
+
+  a. Exceptions to the Database Right including: Extraction of Contents
+  from non-electronic Databases for private purposes, Extraction for
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+  Extraction or Re-utilisation for public security or an administrative
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+
+  b. Fair dealing, fair use, or any other legally recognised limitation
+  or exception to infringement of copyright or other applicable laws. 
+
+6.2 This License does not affect any rights of lawful users to Extract
+and Re-utilise insubstantial parts of the Contents, evaluated
+quantitatively or qualitatively, for any purposes whatsoever, including
+creating a Derivative Database (subject to other rights over the
+Contents, see Section 2.4). The repeated and systematic Extraction or
+Re-utilisation of insubstantial parts of the Contents may however amount
+to the Extraction or Re-utilisation of a Substantial part of the
+Contents.
+
+### 7.0 Warranties and Disclaimer
+
+7.1 The Database is licensed by the Licensor "as is" and without any
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+disclaims any and all implied warranties or conditions of title,
+non-infringement, accuracy or completeness, the presence or absence of
+errors, fitness for a particular purpose, merchantability, or otherwise.
+Some jurisdictions do not allow the exclusion of implied warranties, so
+this exclusion may not apply to You.
+
+### 8.0 Limitation of liability
+
+8.1 Subject to any liability that may not be excluded or limited by law,
+the Licensor is not liable for, and expressly excludes, all liability
+for loss or damage however and whenever caused to anyone by any use
+under this License, whether by You or by anyone else, and whether caused
+by any fault on the part of the Licensor or not. This exclusion of
+liability includes, but is not limited to, any special, incidental,
+consequential, punitive, or exemplary damages such as loss of revenue,
+data, anticipated profits, and lost business. This exclusion applies
+even if the Licensor has been advised of the possibility of such
+damages.
+
+8.2 If liability may not be excluded by law, it is limited to actual and
+direct financial loss to the extent it is caused by proved negligence on
+the part of the Licensor.
+
+### 9.0 Termination of Your rights under this License
+
+9.1 Any breach by You of the terms and conditions of this License
+automatically terminates this License with immediate effect and without
+notice to You. For the avoidance of doubt, Persons who have received the
+Database, the whole or a Substantial part of the Contents, Derivative
+Databases, or the Database as part of a Collective Database from You
+under this License will not have their licenses terminated provided
+their use is in full compliance with this License or a license granted
+under Section 4.8 of this License.  Sections 1, 2, 7, 8, 9 and 10 will
+survive any termination of this License.
+
+9.2 If You are not in breach of the terms of this License, the Licensor
+will not terminate Your rights under it. 
+
+9.3 Unless terminated under Section 9.1, this License is granted to You
+for the duration of applicable rights in the Database. 
+
+9.4 Reinstatement of rights. If you cease any breach of the terms and
+conditions of this License, then your full rights under this License
+will be reinstated:
+
+  a. Provisionally and subject to permanent termination until the 60th
+  day after cessation of breach; 
+
+  b. Permanently on the 60th day after cessation of breach unless
+  otherwise reasonably notified by the Licensor; or
+
+  c.  Permanently if reasonably notified by the Licensor of the
+  violation, this is the first time You have received notice of
+  violation of this License from  the Licensor, and You cure the
+  violation prior to 30 days after your receipt of the notice.
+
+Persons subject to permanent termination of rights are not eligible to
+be a recipient and receive a license under Section 4.8.
+
+9.5 Notwithstanding the above, Licensor reserves the right to release
+the Database under different license terms or to stop distributing or
+making available the Database. Releasing the Database under different
+license terms or stopping the distribution of the Database will not
+withdraw this License (or any other license that has been, or is
+required to be, granted under the terms of this License), and this
+License will continue in full force and effect unless terminated as
+stated above.
+
+### 10.0 General
+
+10.1 If any provision of this License is held to be invalid or
+unenforceable, that must not affect the validity or enforceability of
+the remainder of the terms and conditions of this License and each
+remaining provision of this License shall be valid and enforced to the
+fullest extent permitted by law. 
+
+10.2 This License is the entire agreement between the parties with
+respect to the rights granted here over the Database. It replaces any
+earlier understandings, agreements or representations with respect to
+the Database. 
+
+10.3 If You are in breach of the terms of this License, You will not be
+entitled to rely on the terms of this License or to complain of any
+breach by the Licensor. 
+
+10.4 Choice of law. This License takes effect in and will be governed by
+the laws of the relevant jurisdiction in which the License terms are
+sought to be enforced. If the standard suite of rights granted under
+applicable copyright law and Database Rights in the relevant
+jurisdiction includes additional rights not granted under this License,
+these additional rights are granted in this License in order to meet the
+terms of this License.

data/mimic-iv-clinical-database-demo/README.txt

@@ -0,0 +1,21 @@
+===============================
+MIMIC-IV Clinical Database Demo
+===============================
+
+The Medical Information Mart for Intensive Care (MIMIC)-IV database is comprised
+of deidentified electronic health records for patients admitted to the Beth Israel
+Deaconess Medical Center. Access to MIMIC-IV is limited to credentialed users.
+Here, we have provided an openly-available demo of MIMIC-IV containing a subset
+of 100 patients. The dataset includes similar content to MIMIC-IV, but excludes
+free-text clinical notes. The demo may be useful for running workshops and for
+assessing whether the MIMIC-IV is appropriate for a study before making an access
+request.
+
+For details on the data, see the MIMIC-IV project on PhysioNet:
+https://doi.org/10.13026/07hj-2a80
+
+The contents of this project also contain an additional file:
+demo_subject_id.csv
+
+This is a CSV file containing the subject_id used to filter MIMIC-IV. Only
+these subject_id are available in the demo.

data/mimic-iv-clinical-database-demo/SHA256SUMS.txt

@@ -0,0 +1,34 @@
+bcdfcd4f31c790e30fb645dc36414907172405897adff329ad379eed85d12017 LICENSE.txt
+4eaae533164245e59e5eb70b52695c061900cdc067cebe508105706b4d10e393 README.txt
+6e9ba177eefc70617ccc1782b9af716b23fbcf36c4c5143e275149d78ee83624 demo_subject_id.csv
+910b9f160ffdf1e08ea673585393f347c773ccc87d66875c627584a903ae8493 hosp/admissions.csv.gz
+493ea7fe1d22afd5abd9138be8a4e50c776986feded6891143120d2bc724d881 hosp/d_hcpcs.csv.gz
+0f715a3c4c5e44400305d4deb86ff648e499a3bfcb946f353e8b030022d3ec06 hosp/d_icd_diagnoses.csv.gz
+a921a20fbf3220e2a7fe874d6392d671c1cc769a001ef0a7841b80eb01030bb6 hosp/d_icd_procedures.csv.gz
+72ea5f020469fd24543bd98ab3bd0a4f645a5a4b7802d9d52af20d736f9d76db hosp/d_labitems.csv.gz
+958565670c0b3903c0c12825366dc2bae8561d2d55f16feac0c949dd630ed3e4 hosp/diagnoses_icd.csv.gz
+9ec47b7a49514cfe243236ca2eb5c5b517d2215d6589efb2bd80166883243537 hosp/drgcodes.csv.gz
+f14a4b5597abcc2e8d62d291c7839347ef6260d4c548ea534ab62df6b2f49adc hosp/emar.csv.gz
+8ca5a09f2fa2e0ad5d77121fd62bf5f58bad056713223d9758b4ecd03fa0a435 hosp/emar_detail.csv.gz
+87f8af876aa6a608c6761068386e93e0c91b59ff2ce0d7a650fe8d5ba833247d hosp/hcpcsevents.csv.gz
+d51a4cf1ea63245abe7d544b0d50a928e9ee2ec5eb9a5ce85500aed0bd6c6dfc hosp/labevents.csv.gz
+fa462443cc5777ebf9d833f71c67f2a89b4a074eb376320da70bed220e918ad4 hosp/microbiologyevents.csv.gz
+6d7c69dbb2c79b9d1de7d1e68f3424ad248821d7c074dc6537d7290774af39b9 hosp/omr.csv.gz
+59dcc6cd8450ddf03ad32cc7d76e41caa4c9633541715987f590c74835cf6fae hosp/patients.csv.gz
+3403865a279464b14d038a66b30ba3d609933f517262ea0402fef020046bd197 hosp/pharmacy.csv.gz
+bf850e1519f2c3df8c706dc5e2afcb83e86e1d6e4afd7c01426b6b07d25cfeef hosp/poe.csv.gz
+7010cbc4d74e9a7c998be33c3736af301ebe2c6678969e25800d28e90a2b5825 hosp/poe_detail.csv.gz
+33c392ba5b9299b08eca0a61911ba106f0aebdba26ed31b856bb9ffd49fe3654 hosp/prescriptions.csv.gz
+68f21dcba9ae0c4b7faa3ef38aa950a8ebeb6d167bc74416314dccdcf28674e0 hosp/procedures_icd.csv.gz
+7a56a24cfe2fcd5ed1995c696417bf8f5c09088eb546503b07362c504228c63a hosp/provider.csv.gz
+28306d68e952fe2cc9ef6e60b0afda93c27d7a06bee8ef39e71ccc4de5ded793 hosp/services.csv.gz
+41151539886d12d57159b65ffe4d7df5a7ef8ceb7cd113ea9a56fbfbfd78a87c hosp/transfers.csv.gz
+88ee01d7f21aadee273e2d1ce65b0f14fe96fe87ab42e2b40c89aa8103ef6371 icu/caregiver.csv.gz
+90f096ad3db847ed1aaec073f8d86053c51fea7b616d3b046410e030f083d560 icu/chartevents.csv.gz
+1690467a822345226a041c1149237c418aa60098c6b699fb4cef64d73588a01f icu/d_items.csv.gz
+b9f05bb9b1c5aa52e9f25585853583a2e07046f22ed68419c20ef8daa8762da5 icu/datetimeevents.csv.gz
+e05e81aa52a3022e522b6832a898101a69b84e64c17bb344d819e458d5bc21b3 icu/icustays.csv.gz
+c9b0afdca936a9485422f72d227b3d1942125bb6d969eef57fdf0233458c6b23 icu/ingredientevents.csv.gz
+69597dca47e554e16645ca505167e9f39b07c1724e915ba54ccfb40f5fa0078a icu/inputevents.csv.gz
+3bcf68adaa11070d6c24e13d4bfaaf718606cd33b0df7f28e0de240c357a869e icu/outputevents.csv.gz
+37454f286dc1eee6cef666b4fdf91452eb8bea6bfc3cf98d4ad179ebb4a741fa icu/procedureevents.csv.gz

data/mimic-iv-clinical-database-demo/demo_subject_id.csv

@@ -0,0 +1,101 @@
+subject_id
+10000032
+10001217
+10001725
+10002428
+10002495
+10002930
+10003046
+10003400
+10004235
+10004422
+10004457
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+10038933
+10038992
+10038999
+10039708
+10039831
+10039997
+10040025

data/mimic-iv-clinical-database-demo/hosp/admissions.csv

@@ -0,0 +1,276 @@
+subject_id,hadm_id,admittime,dischtime,deathtime,admission_type,admit_provider_id,admission_location,discharge_location,insurance,language,marital_status,race,edregtime,edouttime,hospital_expire_flag
+10004235,24181354,2196-02-24 14:38:00,2196-03-04 14:02:00,,URGENT,P03YMR,TRANSFER FROM HOSPITAL,SKILLED NURSING FACILITY,Medicaid,ENGLISH,SINGLE,BLACK/CAPE VERDEAN,2196-02-24 12:15:00,2196-02-24 17:07:00,0
+10009628,25926192,2153-09-17 17:08:00,2153-09-25 13:20:00,,URGENT,P41R5N,TRANSFER FROM HOSPITAL,HOME HEALTH CARE,Medicaid,?,MARRIED,HISPANIC/LATINO - PUERTO RICAN,,,0
+10018081,23983182,2134-08-18 02:02:00,2134-08-23 19:35:00,,URGENT,P233F6,TRANSFER FROM HOSPITAL,SKILLED NURSING FACILITY,Medicare,ENGLISH,MARRIED,WHITE,2134-08-17 16:24:00,2134-08-18 03:15:00,0
+10006053,22942076,2111-11-13 23:39:00,2111-11-15 17:20:00,2111-11-15 17:20:00,URGENT,P38TI6,TRANSFER FROM HOSPITAL,DIED,Medicaid,ENGLISH,,UNKNOWN,,,1
+10031404,21606243,2113-08-04 18:46:00,2113-08-06 20:57:00,,URGENT,P07HDB,TRANSFER FROM HOSPITAL,HOME,Other,ENGLISH,WIDOWED,WHITE,,,0
+10005817,20626031,2132-12-12 01:43:00,2132-12-20 15:04:00,,URGENT,P41R5N,TRANSFER FROM HOSPITAL,HOME HEALTH CARE,Medicare,ENGLISH,MARRIED,WHITE,,,0
+10019385,20297618,2180-02-15 20:28:00,2180-02-25 13:45:00,,URGENT,P536JC,TRANSFER FROM HOSPITAL,HOME HEALTH CARE,Other,ENGLISH,MARRIED,WHITE,,,0
+10002495,24982426,2141-05-22 20:17:00,2141-05-29 17:41:00,,URGENT,P79SJ2,TRANSFER FROM HOSPITAL,SKILLED NURSING FACILITY,Medicare,ENGLISH,MARRIED,UNKNOWN,,,0
+10038081,20755971,2115-09-27 20:40:00,2115-10-12 00:00:00,2115-10-12 22:20:00,URGENT,P48GIG,TRANSFER FROM HOSPITAL,DIED,Other,?,SINGLE,UNKNOWN,,,1
+10019917,22585261,2182-01-07 23:25:00,2182-01-10 16:52:00,,URGENT,P3529J,TRANSFER FROM HOSPITAL,HOME,Other,ENGLISH,SINGLE,OTHER,,,0
+10037861,24256866,2115-10-09 20:28:00,2115-10-18 16:50:00,,URGENT,P64TGC,TRANSFER FROM HOSPITAL,HOME HEALTH CARE,Medicare,ENGLISH,MARRIED,UNKNOWN,,,0
+10026354,24547356,2119-10-26 07:11:00,2119-11-06 12:30:00,,URGENT,P77BSD,TRANSFER FROM HOSPITAL,SKILLED NURSING FACILITY,Other,?,,WHITE,2119-10-26 06:00:00,2119-10-26 06:37:00,0
+10015860,26352758,2192-09-24 09:19:00,2192-09-28 19:52:00,,URGENT,P54RLA,TRANSFER FROM SKILLED NURSING FACILITY,SKILLED NURSING FACILITY,Other,ENGLISH,SINGLE,WHITE,2192-09-23 22:43:00,2192-09-24 09:38:00,0
+10020740,23831430,2150-03-11 15:34:00,2150-04-25 13:50:00,,URGENT,P7554I,TRANSFER FROM HOSPITAL,SKILLED NURSING FACILITY,Other,ENGLISH,SINGLE,WHITE,,,0
+10012552,27089790,2140-03-22 17:18:00,2140-03-30 14:10:00,,URGENT,P47E1G,TRANSFER FROM HOSPITAL,HOME HEALTH CARE,Medicare,ENGLISH,MARRIED,UNKNOWN,,,0
+10014354,28335091,2147-04-26 16:44:00,2147-04-29 15:30:00,,URGENT,P79SJ2,TRANSFER FROM HOSPITAL,HOME HEALTH CARE,Other,ENGLISH,SINGLE,WHITE,,,0
+10014354,27487226,2148-06-30 01:09:00,2148-07-13 19:35:00,,URGENT,P44WVR,TRANSFER FROM HOSPITAL,HOME HEALTH CARE,Other,ENGLISH,SINGLE,WHITE,2148-06-29 21:06:00,2148-06-30 02:27:00,0
+10039708,25864431,2142-03-26 06:08:00,2142-04-11 21:00:00,,URGENT,P81KFM,TRANSFER FROM HOSPITAL,HOME HEALTH CARE,Other,ENGLISH,SINGLE,BLACK/AFRICAN AMERICAN,2142-03-25 22:22:00,2142-03-26 08:08:00,0
+10000032,22595853,2180-05-06 22:23:00,2180-05-07 17:15:00,,URGENT,P874LG,TRANSFER FROM HOSPITAL,HOME,Other,ENGLISH,WIDOWED,WHITE,2180-05-06 19:17:00,2180-05-06 23:30:00,0
+10020786,23488445,2189-06-09 12:45:00,2189-06-13 17:20:00,,URGENT,P031HZ,TRANSFER FROM HOSPITAL,HOME,Medicare,ENGLISH,WIDOWED,WHITE,,,0
+10027445,27488741,2145-12-08 19:47:00,2145-12-19 14:36:00,,URGENT,P38RSS,TRANSFER FROM HOSPITAL,HOME HEALTH CARE,Other,ENGLISH,WIDOWED,WHITE,,,0
+10027445,29163082,2142-08-27 21:05:00,2142-09-05 17:33:00,,URGENT,P509SB,TRANSFER FROM HOSPITAL,HOME HEALTH CARE,Other,ENGLISH,WIDOWED,WHITE,,,0
+10015931,22130791,2177-03-24 21:47:00,2177-03-29 14:15:00,2177-03-29 14:15:00,URGENT,P031HZ,TRANSFER FROM HOSPITAL,DIED,Medicare,ENGLISH,MARRIED,WHITE,,,1
+10036156,28019404,2157-07-01 04:52:00,2157-07-03 15:08:00,,URGENT,P94V16,TRANSFER FROM HOSPITAL,HOME,Other,ENGLISH,,UNKNOWN,,,0
+10021312,25020332,2113-08-16 00:32:00,2113-08-18 17:35:00,,URGENT,P31A9M,TRANSFER FROM HOSPITAL,HOME,Other,ENGLISH,,UNKNOWN,,,0
+10021312,28829452,2113-09-12 14:42:00,2113-09-20 18:40:00,,URGENT,P72G4H,TRANSFER FROM HOSPITAL,ACUTE HOSPITAL,Other,ENGLISH,,UNKNOWN,,,0
+10003400,23559586,2137-08-04 00:07:00,2137-09-02 17:05:00,2137-09-02 17:05:00,URGENT,P99U21,TRANSFER FROM HOSPITAL,DIED,Medicare,ENGLISH,MARRIED,BLACK/AFRICAN AMERICAN,,,1
+10003400,20214994,2137-02-24 10:00:00,2137-03-19 15:45:00,,URGENT,P60ZCO,TRANSFER FROM SKILLED NURSING FACILITY,CHRONIC/LONG TERM ACUTE CARE,Medicare,ENGLISH,MARRIED,BLACK/AFRICAN AMERICAN,,,0
+10023117,24244087,2174-06-07 23:25:00,2174-06-12 15:55:00,,URGENT,P878WT,TRANSFER FROM HOSPITAL,HOME,Medicare,ENGLISH,WIDOWED,WHITE,2174-06-07 16:24:00,2174-06-08 01:02:00,0
+10038992,22797747,2185-11-02 18:26:00,2185-11-08 16:22:00,,URGENT,P534S8,TRANSFER FROM HOSPITAL,HOME HEALTH CARE,Medicare,ENGLISH,MARRIED,UNKNOWN,,,0
+10037975,27617929,2185-01-17 19:11:00,2185-01-22 14:25:00,2185-01-22 14:25:00,URGENT,P17MK7,TRANSFER FROM HOSPITAL,DIED,Medicare,ENGLISH,MARRIED,UNKNOWN,,,1
+10035185,22580999,2120-05-12 12:53:00,2120-05-17 16:00:00,,URGENT,P41R5N,TRANSFER FROM HOSPITAL,HOME HEALTH CARE,Other,ENGLISH,MARRIED,WHITE,,,0
+10002930,28301173,2197-04-08 19:37:00,2197-04-15 12:01:00,,URGENT,P3763P,INTERNAL TRANSFER TO OR FROM PSYCH,HOME,Medicare,ENGLISH,SINGLE,BLACK/AFRICAN AMERICAN,,,0
+10002930,22733922,2198-04-22 16:17:00,2198-05-04 13:20:00,,URGENT,P3763P,INTERNAL TRANSFER TO OR FROM PSYCH,HOME,Medicare,ENGLISH,SINGLE,BLACK/AFRICAN AMERICAN,,,0
+10007795,28477357,2136-04-10 20:33:00,2136-05-02 16:35:00,,URGENT,P172D4,TRANSFER FROM HOSPITAL,CHRONIC/LONG TERM ACUTE CARE,Medicare,ENGLISH,SINGLE,WHITE,,,0
+10007795,25135483,2136-05-04 20:20:00,2136-05-12 17:12:00,,URGENT,P99LA7,TRANSFER FROM HOSPITAL,REHAB,Medicare,ENGLISH,SINGLE,WHITE,,,0
+10004733,27411876,2174-12-04 11:28:00,2174-12-27 14:00:00,,URGENT,P48KFD,TRANSFER FROM HOSPITAL,HOME HEALTH CARE,Medicaid,ENGLISH,SINGLE,UNKNOWN,,,0
+10021118,24490144,2161-11-15 20:10:00,2161-11-23 16:00:00,,URGENT,P96FGV,TRANSFER FROM HOSPITAL,HOME HEALTH CARE,Other,ENGLISH,MARRIED,WHITE,,,0
+10006580,24159665,2137-08-10 11:00:00,2137-08-15 13:25:00,,ELECTIVE,P76K54,PHYSICIAN REFERRAL,HOME,Medicaid,?,MARRIED,HISPANIC/LATINO - SALVADORAN,,,0
+10023771,20044587,2113-08-25 07:15:00,2113-08-30 14:15:00,,ELECTIVE,P47E1G,PHYSICIAN REFERRAL,SKILLED NURSING FACILITY,Medicare,ENGLISH,MARRIED,WHITE,,,0
+10005348,29496232,2128-09-05 08:30:00,2128-09-12 16:55:00,,ELECTIVE,P786Y5,PHYSICIAN REFERRAL,HOME HEALTH CARE,Other,ENGLISH,MARRIED,WHITE,,,0
+10019172,24997044,2118-11-15 14:00:00,2118-11-21 18:31:00,,ELECTIVE,P41R5N,PHYSICIAN REFERRAL,HOME HEALTH CARE,Other,ENGLISH,,UNABLE TO OBTAIN,,,0
+10019172,21540783,2118-10-08 14:00:00,2118-10-11 20:15:00,,ELECTIVE,P41R5N,PHYSICIAN REFERRAL,HOME,Other,ENGLISH,,UNABLE TO OBTAIN,,,0
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+10014354,26722126,2146-11-09 01:53:00,2146-11-09 13:13:00,,EU OBSERVATION,P187JB,EMERGENCY ROOM,,Other,ENGLISH,MARRIED,WHITE,2146-11-08 21:24:00,2146-11-09 13:13:00,0
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+10015860,22413744,2191-01-15 01:55:00,2191-01-30 17:09:00,,OBSERVATION ADMIT,P172D4,EMERGENCY ROOM,SKILLED NURSING FACILITY,Other,ENGLISH,SINGLE,WHITE,2191-01-14 21:18:00,2191-01-15 03:20:00,0
+10015860,28196804,2193-11-23 19:15:00,2193-11-27 21:58:00,,OBSERVATION ADMIT,P54UVQ,WALK-IN/SELF REFERRAL,SKILLED NURSING FACILITY,Other,ENGLISH,SINGLE,WHITE,2193-11-23 12:38:00,2193-11-23 20:59:00,0
+10014354,22508257,2148-05-10 23:29:00,2148-05-20 14:30:00,,OBSERVATION ADMIT,P57B0F,EMERGENCY ROOM,HOME HEALTH CARE,Other,ENGLISH,SINGLE,WHITE,2148-05-10 20:25:00,2148-05-11 01:22:00,0
+10014354,29600294,2148-08-14 22:57:00,2148-08-18 21:12:00,,OBSERVATION ADMIT,P723L9,PHYSICIAN REFERRAL,AGAINST ADVICE,Other,ENGLISH,SINGLE,WHITE,2148-08-14 16:32:00,2148-08-15 00:27:00,0
+10014354,26228185,2150-04-30 20:19:00,2150-05-07 14:10:00,,OBSERVATION ADMIT,P17YHV,TRANSFER FROM HOSPITAL,HOME HEALTH CARE,Other,ENGLISH,SINGLE,WHITE,2150-04-30 14:26:00,2150-04-30 21:54:00,0
+10014354,24980601,2150-02-04 20:12:00,2150-02-08 14:10:00,,OBSERVATION ADMIT,P42VJP,PHYSICIAN REFERRAL,AGAINST ADVICE,Other,ENGLISH,SINGLE,WHITE,2150-02-04 14:50:00,2150-02-04 22:44:00,0
+10014354,26486158,2148-08-22 15:18:00,2148-09-08 12:00:00,,OBSERVATION ADMIT,P17YHV,CLINIC REFERRAL,HOME HEALTH CARE,Other,ENGLISH,SINGLE,WHITE,,,0
+10014354,29780751,2147-11-26 00:39:00,2147-11-30 16:54:00,,OBSERVATION ADMIT,P21X87,EMERGENCY ROOM,HOME HEALTH CARE,Other,ENGLISH,SINGLE,WHITE,2147-11-25 19:39:00,2147-11-26 01:30:00,0
+10014354,23132022,2148-06-24 15:22:00,2148-06-28 13:54:00,,OBSERVATION ADMIT,P259GB,PHYSICIAN REFERRAL,HOME,Other,ENGLISH,SINGLE,WHITE,2148-06-24 09:22:00,2148-06-24 16:12:00,0
+10005909,20199380,2144-10-28 23:20:00,2144-11-02 15:23:00,,OBSERVATION ADMIT,P43BTJ,EMERGENCY ROOM,HOME,Other,ENGLISH,MARRIED,WHITE,2144-10-28 18:29:00,2144-10-29 00:10:00,0
+10039708,26793610,2140-09-25 04:17:00,2140-09-26 17:40:00,,OBSERVATION ADMIT,P91LM4,EMERGENCY ROOM,HOME,Other,ENGLISH,SINGLE,BLACK/AFRICAN AMERICAN,2140-09-24 21:17:00,2140-09-25 05:57:00,0
+10039708,29488258,2144-01-19 12:07:00,2144-01-21 21:20:00,,OBSERVATION ADMIT,P8785Z,WALK-IN/SELF REFERRAL,HOME,Other,ENGLISH,SINGLE,BLACK/AFRICAN AMERICAN,2144-01-18 11:53:00,2144-01-19 13:59:00,0
+10039708,24928679,2143-09-19 18:36:00,2143-09-22 23:00:00,,OBSERVATION ADMIT,P8785Z,CLINIC REFERRAL,HOME HEALTH CARE,Other,ENGLISH,SINGLE,BLACK/AFRICAN AMERICAN,2143-09-19 10:57:00,2143-09-19 20:57:00,0
+10039708,23819016,2140-06-18 00:22:00,2140-06-22 17:40:00,,OBSERVATION ADMIT,P48KFD,EMERGENCY ROOM,HOME,Other,ENGLISH,SINGLE,BLACK/AFRICAN AMERICAN,2140-06-17 17:47:00,2140-06-18 01:41:00,0
+10039708,20093566,2143-09-26 18:24:00,2143-09-30 20:00:00,,OBSERVATION ADMIT,P04ZFH,CLINIC REFERRAL,HOME HEALTH CARE,Other,ENGLISH,SINGLE,BLACK/AFRICAN AMERICAN,2143-09-26 08:16:00,2143-09-26 19:52:00,0
+10037928,24885579,2182-04-29 04:29:00,2182-05-03 17:20:00,,OBSERVATION ADMIT,P3417E,WALK-IN/SELF REFERRAL,HOME,Medicare,?,WIDOWED,HISPANIC/LATINO - CUBAN,2182-04-28 17:25:00,2182-04-29 07:49:00,0
+10035631,21476294,2115-11-08 13:54:00,2115-12-08 17:31:00,,OBSERVATION ADMIT,P45GUA,EMERGENCY ROOM,HOME,Other,ENGLISH,MARRIED,WHITE,2115-11-08 12:02:00,2115-11-08 15:43:00,0
+10035631,29276678,2116-02-27 20:55:00,2116-03-12 07:45:00,2116-03-12 07:45:00,OBSERVATION ADMIT,P17YHV,EMERGENCY ROOM,DIED,Other,ENGLISH,MARRIED,WHITE,2116-02-27 15:33:00,2116-02-27 22:03:00,1
+10015931,24420677,2176-12-16 23:31:00,2176-12-31 17:35:00,,OBSERVATION ADMIT,P49NLZ,EMERGENCY ROOM,HOME HEALTH CARE,Medicare,ENGLISH,MARRIED,WHITE,2176-12-16 18:24:00,2176-12-17 01:07:00,0
+10015931,28157142,2176-11-14 18:02:00,2176-11-27 13:30:00,,OBSERVATION ADMIT,P20N5X,EMERGENCY ROOM,SKILLED NURSING FACILITY,Medicare,ENGLISH,MARRIED,WHITE,2176-11-14 02:27:00,2176-11-14 19:51:00,0
+10019003,25508812,2155-05-22 21:46:00,2155-05-30 03:30:00,,OBSERVATION ADMIT,P88A32,PHYSICIAN REFERRAL,HOME,Other,ENGLISH,WIDOWED,WHITE,,,0
+10039997,22484749,2137-03-15 22:08:00,2137-03-18 16:34:00,,OBSERVATION ADMIT,P70N8P,PHYSICIAN REFERRAL,REHAB,Medicare,ENGLISH,WIDOWED,BLACK/AFRICAN AMERICAN,2137-03-15 15:27:00,2137-03-16 00:11:00,0
+10023117,21607814,2175-07-06 15:57:00,2175-07-20 00:00:00,2175-07-20 22:50:00,OBSERVATION ADMIT,P49NLZ,EMERGENCY ROOM,DIED,Medicare,ENGLISH,WIDOWED,WHITE,2175-07-06 14:02:00,2175-07-06 17:41:00,1
+10023117,21133938,2175-03-20 23:29:00,2175-03-29 16:00:00,,OBSERVATION ADMIT,P66Z67,TRANSFER FROM HOSPITAL,HOME,Medicare,ENGLISH,WIDOWED,WHITE,,,0
+10020306,23052851,2135-01-15 20:55:00,2135-02-07 17:50:00,,OBSERVATION ADMIT,P54UVQ,PHYSICIAN REFERRAL,SKILLED NURSING FACILITY,Other,ENGLISH,WIDOWED,BLACK/AFRICAN AMERICAN,2135-01-15 16:12:00,2135-01-15 22:38:00,0
+10038999,27189241,2131-05-22 21:49:00,2131-06-04 13:43:00,,OBSERVATION ADMIT,P44UQI,EMERGENCY ROOM,HOME,Medicare,ENGLISH,SINGLE,WHITE,2131-05-22 20:33:00,2131-05-22 21:28:00,0
+10040025,21791856,2147-06-16 22:00:00,2147-06-22 16:15:00,,OBSERVATION ADMIT,P7634X,EMERGENCY ROOM,HOME HEALTH CARE,Other,ENGLISH,DIVORCED,WHITE,2147-06-16 18:58:00,2147-06-16 23:06:00,0
+10040025,22251969,2147-08-03 02:58:00,2147-08-06 16:50:00,,OBSERVATION ADMIT,P85BWS,EMERGENCY ROOM,HOME,Other,ENGLISH,DIVORCED,WHITE,2147-08-02 18:14:00,2147-08-03 02:41:00,0
+10040025,27259207,2147-12-04 20:48:00,2147-12-18 16:43:00,,OBSERVATION ADMIT,P43BTJ,EMERGENCY ROOM,SKILLED NURSING FACILITY,Other,ENGLISH,DIVORCED,WHITE,2147-12-04 13:11:00,2147-12-05 02:28:00,0
+10040025,27996267,2148-01-23 12:18:00,2148-02-04 20:51:00,,OBSERVATION ADMIT,P10WWR,TRANSFER FROM SKILLED NURSING FACILITY,HOSPICE,Other,ENGLISH,DIVORCED,WHITE,2148-01-22 14:47:00,2148-01-23 09:42:00,0
+10016742,28506150,2178-07-13 05:40:00,2178-07-16 02:00:00,,OBSERVATION ADMIT,P031HZ,EMERGENCY ROOM,SKILLED NURSING FACILITY,Medicaid,ENGLISH,SINGLE,BLACK/AFRICAN AMERICAN,2178-07-13 04:37:00,2178-07-13 08:16:00,0
+10016742,27568122,2178-07-22 07:19:00,2178-07-25 16:30:00,,OBSERVATION ADMIT,P513EK,EMERGENCY ROOM,CHRONIC/LONG TERM ACUTE CARE,Medicaid,ENGLISH,SINGLE,BLACK/AFRICAN AMERICAN,2178-07-22 05:41:00,2178-07-22 08:19:00,0
+10010867,22196214,2148-03-07 23:30:00,2148-03-13 15:50:00,,OBSERVATION ADMIT,P233F6,EMERGENCY ROOM,REHAB,Other,ENGLISH,DIVORCED,WHITE - BRAZILIAN,2148-03-07 18:21:00,2148-03-08 00:50:00,0
+10010867,22950920,2148-01-25 22:58:00,2148-01-30 11:23:00,,OBSERVATION ADMIT,P39FGY,EMERGENCY ROOM,REHAB,Other,ENGLISH,DIVORCED,WHITE - BRAZILIAN,2148-01-25 18:46:00,2148-01-26 01:27:00,0
+10002428,28295257,2160-04-14 12:30:00,2160-04-18 16:00:00,,OBSERVATION ADMIT,P18I28,EMERGENCY ROOM,SKILLED NURSING FACILITY,Medicare,ENGLISH,WIDOWED,WHITE,2160-04-14 09:01:00,2160-04-14 14:28:00,0
+10005348,29176490,2129-05-22 16:00:00,2129-05-23 11:30:00,,DIRECT OBSERVATION,P132L1,PHYSICIAN REFERRAL,,Other,ENGLISH,MARRIED,WHITE,,,0
+10020740,29820177,2150-07-09 22:09:00,2150-07-12 18:00:00,,DIRECT OBSERVATION,P1942H,CLINIC REFERRAL,,Other,ENGLISH,SINGLE,WHITE,,,0
+10039708,22999601,2142-05-15 17:14:00,2142-05-15 18:21:00,,DIRECT OBSERVATION,P42K8Q,PHYSICIAN REFERRAL,,Other,ENGLISH,SINGLE,BLACK/AFRICAN AMERICAN,2142-05-15 10:47:00,2142-05-15 18:21:00,0
+10012853,20457729,2177-11-03 09:30:00,2177-11-04 15:06:00,,DIRECT OBSERVATION,P05BRR,PHYSICIAN REFERRAL,,Medicare,ENGLISH,WIDOWED,BLACK/AFRICAN AMERICAN,,,0
+10012853,26739864,2177-02-11 07:15:00,2177-02-12 16:20:00,,DIRECT OBSERVATION,P05BRR,PHYSICIAN REFERRAL,,Medicare,ENGLISH,WIDOWED,BLACK/AFRICAN AMERICAN,,,0
+10004457,25559382,2148-09-14 14:19:00,2148-09-15 12:45:00,,DIRECT OBSERVATION,P466EI,PHYSICIAN REFERRAL,,Medicare,ENGLISH,DIVORCED,WHITE,,,0
+10007795,27962747,2136-07-24 17:15:00,2136-07-27 14:27:00,,DIRECT OBSERVATION,P99LA7,PHYSICIAN REFERRAL,,Medicare,ENGLISH,SINGLE,WHITE,,,0
+10035631,29654498,2113-07-17 17:15:00,2113-07-18 14:55:00,,AMBULATORY OBSERVATION,P48P6U,PACU,,Other,ENGLISH,MARRIED,WHITE,,,0
+10020306,28778757,2129-10-29 08:00:00,2129-10-30 13:20:00,,AMBULATORY OBSERVATION,P75JMU,PACU,,Medicare,ENGLISH,SINGLE,BLACK/AFRICAN AMERICAN,,,0
+10040025,27125816,2143-03-18 12:34:00,2143-03-19 12:00:00,,AMBULATORY OBSERVATION,P623U2,PROCEDURE SITE,,Other,ENGLISH,DIVORCED,WHITE,,,0
+10004457,21039249,2140-09-17 13:41:00,2140-09-18 12:40:00,,AMBULATORY OBSERVATION,P99YFT,PROCEDURE SITE,,Medicare,ENGLISH,SINGLE,WHITE,,,0
+10004457,21216581,2143-03-09 11:10:00,2143-03-10 11:35:00,,AMBULATORY OBSERVATION,P89ZCW,PROCEDURE SITE,,Medicare,ENGLISH,DIVORCED,WHITE,,,0
+10011398,27505812,2146-12-15 07:15:00,2146-12-19 13:37:00,,SURGICAL SAME DAY ADMISSION,P47E1G,PHYSICIAN REFERRAL,HOME HEALTH CARE,Other,ENGLISH,MARRIED,HISPANIC OR LATINO,,,0
+10014729,28889419,2125-02-27 07:15:00,2125-03-06 14:25:00,,SURGICAL SAME DAY ADMISSION,P17BJ5,PHYSICIAN REFERRAL,HOME HEALTH CARE,Other,ENGLISH,SINGLE,WHITE - OTHER EUROPEAN,,,0
+10004235,25970245,2196-06-14 08:30:00,2196-06-19 14:54:00,,SURGICAL SAME DAY ADMISSION,P96Y5O,PHYSICIAN REFERRAL,HOME HEALTH CARE,Medicaid,ENGLISH,SINGLE,BLACK/CAPE VERDEAN,,,0
+10039831,26924951,2115-12-28 07:15:00,2116-01-02 14:34:00,,SURGICAL SAME DAY ADMISSION,P82B0E,PHYSICIAN REFERRAL,HOME HEALTH CARE,Other,ENGLISH,MARRIED,UNABLE TO OBTAIN,,,0
+10018328,23786647,2154-04-24 03:15:00,2154-05-03 14:00:00,,SURGICAL SAME DAY ADMISSION,P898NM,PHYSICIAN REFERRAL,HOME HEALTH CARE,Other,ENGLISH,DIVORCED,WHITE,,,0
+10018081,28861356,2134-08-02 07:15:00,2134-08-13 17:34:00,,SURGICAL SAME DAY ADMISSION,P3417E,PHYSICIAN REFERRAL,SKILLED NURSING FACILITY,Medicare,ENGLISH,MARRIED,WHITE,,,0
+10027602,21477991,2201-12-11 12:00:00,2201-12-17 13:45:00,,SURGICAL SAME DAY ADMISSION,P898NM,PHYSICIAN REFERRAL,REHAB,Other,ENGLISH,SINGLE,WHITE,,,0
+10020187,26842957,2170-02-24 00:00:00,2170-02-25 15:00:00,,SURGICAL SAME DAY ADMISSION,P898NM,PHYSICIAN REFERRAL,HOME,Other,?,MARRIED,HISPANIC/LATINO - SALVADORAN,,,0
+10003046,26048429,2154-01-02 07:15:00,2154-01-09 11:53:00,,SURGICAL SAME DAY ADMISSION,P2720E,PHYSICIAN REFERRAL,HOME HEALTH CARE,Other,ENGLISH,SINGLE,WHITE,,,0
+10022017,22342963,2189-09-10 00:00:00,2189-09-16 15:00:00,,SURGICAL SAME DAY ADMISSION,P47E1G,PHYSICIAN REFERRAL,HOME HEALTH CARE,Other,ENGLISH,SINGLE,WHITE,,,0
+10025612,23403708,2125-09-25 07:15:00,2125-10-03 12:24:00,,SURGICAL SAME DAY ADMISSION,P786Y5,PHYSICIAN REFERRAL,HOME HEALTH CARE,Medicare,ENGLISH,MARRIED,WHITE,,,0
+10039997,24294180,2134-09-07 12:00:00,2134-09-11 13:10:00,,SURGICAL SAME DAY ADMISSION,P47SIK,PHYSICIAN REFERRAL,HOME,Medicare,ENGLISH,MARRIED,BLACK/AFRICAN AMERICAN,,,0
+10023117,29839885,2170-10-08 07:15:00,2170-10-09 16:30:00,,SURGICAL SAME DAY ADMISSION,P89ZCW,PHYSICIAN REFERRAL,HOME HEALTH CARE,Medicare,ENGLISH,WIDOWED,WHITE,,,0
+10038992,24745425,2187-07-29 01:05:00,2187-08-03 17:02:00,,SURGICAL SAME DAY ADMISSION,P41R5N,PHYSICIAN REFERRAL,SKILLED NURSING FACILITY,Medicare,ENGLISH,MARRIED,WHITE,,,0
+10008287,22168393,2145-09-28 01:17:00,2145-10-02 13:35:00,,SURGICAL SAME DAY ADMISSION,P898NM,PHYSICIAN REFERRAL,HOME HEALTH CARE,Other,ENGLISH,SINGLE,WHITE,,,0
+10022880,27708593,2177-03-12 07:15:00,2177-03-19 14:25:00,,SURGICAL SAME DAY ADMISSION,P99698,PHYSICIAN REFERRAL,HOME,Medicare,ENGLISH,MARRIED,WHITE,,,0
+10004457,23251352,2141-12-17 11:00:00,2141-12-21 15:56:00,,SURGICAL SAME DAY ADMISSION,P41R5N,PHYSICIAN REFERRAL,REHAB,Medicare,ENGLISH,SINGLE,OTHER,,,0
+10004457,28108313,2147-12-19 00:00:00,2147-12-21 16:10:00,,SURGICAL SAME DAY ADMISSION,P10WWR,PHYSICIAN REFERRAL,SKILLED NURSING FACILITY,Medicare,ENGLISH,DIVORCED,WHITE,,,0

data/mimic-iv-clinical-database-demo/hosp/d_labitems.csv

@@ -0,0 +1,1623 @@
+itemid,label,fluid,category
+50808,Free Calcium,Blood,Blood Gas
+50826,Tidal Volume,Blood,Blood Gas
+50813,Lactate,Blood,Blood Gas
+52029,% Ionized Calcium,Blood,Blood Gas
+50801,Alveolar-arterial Gradient,Blood,Blood Gas
+50810,"Hematocrit, Calculated",Blood,Blood Gas
+52025,Delete,Blood,Blood Gas
+52031,Osmolality,Blood,Blood Gas
+52022,"Albumin, Blood",Blood,Blood Gas
+50806,"Chloride, Whole Blood",Blood,Blood Gas
+50820,pH,Blood,Blood Gas
+52028,Hematocrit,Blood,Blood Gas
+52036,Voided Specimen,Blood,Blood Gas
+50812,Intubated,Blood,Blood Gas
+50817,Oxygen Saturation,Blood,Blood Gas
+52035,Total Calcium,Blood,Blood Gas
+50823,Required O2,Blood,Blood Gas
+52024,"Creatinine, Whole Blood",Blood,Blood Gas
+52037,WB tCO2,Blood,Blood Gas
+50815,O2 Flow,Blood,Blood Gas
+52452,"Potassium, Whole Blood",Blood,Blood Gas
+50804,Calculated Total CO2,Blood,Blood Gas
+52030,Lithium,Blood,Blood Gas
+50811,Hemoglobin,Blood,Blood Gas
+50824,"Sodium, Whole Blood",Blood,Blood Gas
+52033,Specimen Type,Blood,Blood Gas
+52027,"Glucose, Whole Blood",Blood,Blood Gas
+50802,Base Excess,Blood,Blood Gas
+50814,Methemoglobin,Blood,Blood Gas
+52034,Total Calcium,Blood,Blood Gas
+52442,Lactate,Blood,Blood Gas
+50818,pCO2,Blood,Blood Gas
+50828,Ventilator,Blood,Blood Gas
+50809,Glucose,Blood,Blood Gas
+50821,pO2,Blood,Blood Gas
+52026,Estimated GFR (MDRD equation),Blood,Blood Gas
+52434,"Chloride, Whole Blood",Blood,Blood Gas
+50803,"Calculated Bicarbonate, Whole Blood",Blood,Blood Gas
+52023,Assist/Control,Blood,Blood Gas
+50822,"Potassium, Whole Blood",Blood,Blood Gas
+50827,Ventilation Rate,Blood,Blood Gas
+52032,P50 of Hemoglobin,Blood,Blood Gas
+50819,PEEP,Blood,Blood Gas
+52021,Abz,Blood,Blood Gas
+50805,Carboxyhemoglobin,Blood,Blood Gas
+50816,Oxygen,Blood,Blood Gas
+50825,Temperature,Blood,Blood Gas
+52455,"Sodium, Whole Blood",Blood,Blood Gas
+52039,Calculated Bicarbonate,Fluid,Blood Gas
+52042,pO2,Fluid,Blood Gas
+52040,pCO2,Fluid,Blood Gas
+52038,Base Excess,Fluid,Blood Gas
+52041,pH,Fluid,Blood Gas
+52045,"pH, Urine",Urine,Blood Gas
+52044,"Osmolality, Urine",Urine,Blood Gas
+52047,"Sodium, Urine",Urine,Blood Gas
+52046,"Potassium, Urine",Urine,Blood Gas
+52043,Voided Specimen,Other Body Fluid,Blood Gas
+50829,Fluid Type,Other Body Fluid,Blood Gas
+50833,Potassium,Other Body Fluid,Blood Gas
+50834,"Sodium, Body Fluid",Other Body Fluid,Blood Gas
+50832,"pO2, Body Fluid",Other Body Fluid,Blood Gas
+50831,pH,Other Body Fluid,Blood Gas
+50830,"pCO2, Body Fluid",Other Body Fluid,Blood Gas
+50858,Acid Phosphatase,Blood,Chemistry
+50879,Barbiturate Screen,Blood,Chemistry
+50900,Carcinoembyronic Antigen (CEA),Blood,Chemistry
+50914,Cyclosporin,Blood,Chemistry
+51582,CH50,Blood,Chemistry
+51615,Epstein-Barr Virus EBNA IgG Ab,Blood,Chemistry
+51672,Immune Complexes,Blood,Chemistry
+51685,Lidocaine,Blood,Chemistry
+51755,White Blood Cells,Blood,Chemistry
+51773,RFXFRKL,Blood,Chemistry
+53153,HIV Screen,Blood,Chemistry
+50925,Folate,Blood,Chemistry
+50927,Gamma Glutamyltransferase,Blood,Chemistry
+50953,"Iron Binding Capacity, Total",Blood,Chemistry
+51007,Uric Acid,Blood,Chemistry
+51670,Icd9,Blood,Chemistry
+51740,Toxic Screen,Blood,Chemistry
+51743,Toxoplasma IgM Ab,Blood,Chemistry
+51757,Xxx,Blood,Chemistry
+53146,Anti Hav,Blood,Chemistry
+50854,Absolute A1c,Blood,Chemistry
+50887,Blue Top Hold,Blood,Chemistry
+50945,Homocysteine,Blood,Chemistry
+50958,Luteinizing Hormone,Blood,Chemistry
+50993,Thyroid Stimulating Hormone,Blood,Chemistry
+51557,Anti-Microsomal Antibody,Blood,Chemistry
+51659,HPE3,Blood,Chemistry
+51683,"LD, Isoenzyme 4",Blood,Chemistry
+51693,Mumps IgG Ab,Blood,Chemistry
+51709,Quantitative RPR Test,Blood,Chemistry
+51734,STX3,Blood,Chemistry
+50870,"Anti-Gliadin Antibody, IgA",Blood,Chemistry
+50979,Red Top Hold,Blood,Chemistry
+51010,Vitamin B12,Blood,Chemistry
+50893,"Calcium, Total",Blood,Chemistry
+50899,Carbamazepine,Blood,Chemistry
+51567,Beta Hydroxybutyrate,Blood,Chemistry
+51580,Calculated CK-MB,Blood,Chemistry
+51629,Fructosamine Plus,Blood,Chemistry
+51658,HPE2,Blood,Chemistry
+51681,"LD, Isoenzyme 2",Blood,Chemistry
+51695,Myoglobin,Blood,Chemistry
+51724,Rubella IgG Ab,Blood,Chemistry
+51756,White Blood Cells,Blood,Chemistry
+50866,Ammonia,Blood,Chemistry
+50871,Anti-Mitochondrial Antibody,Blood,Chemistry
+50918,Double Stranded DNA,Blood,Chemistry
+51625,Free Kappa,Blood,Chemistry
+51641,Hemoglobin  A,Blood,Chemistry
+50869,Anti-DGP (IgA/IgG),Blood,Chemistry
+50936,"HCG, Maternal Screen",Blood,Chemistry
+50977,Quinidine,Blood,Chemistry
+50991,Thyroglobulin,Blood,Chemistry
+51590,CMV Interpretation,Blood,Chemistry
+51651,Hepatitis C Viral Load,Blood,Chemistry
+51708,Qnthbsab,Blood,Chemistry
+53086,Alkaline Phosphatase,Blood,Chemistry
+50960,Magnesium,Blood,Chemistry
+51009,Vancomycin,Blood,Chemistry
+51633,Hbeag,Blood,Chemistry
+51742,Toxoplasma IgG Ab Value,Blood,Chemistry
+50915,D-Dimer,Blood,Chemistry
+50983,Sodium,Blood,Chemistry
+51589,CMV IgM Ab Value,Blood,Chemistry
+51597,Cvhlc,Blood,Chemistry
+51640,Hemoglobin,Blood,Chemistry
+51660,HPE4,Blood,Chemistry
+52562,Folate,Blood,Chemistry
+50917,Digoxin,Blood,Chemistry
+51569,"Bilirubin, Neonatal, Direct",Blood,Chemistry
+51729,Serum B12,Blood,Chemistry
+51732,STX1,Blood,Chemistry
+52500,Anion Gap,Blood,Chemistry
+53088,Asparate Aminotransferase,Blood,Chemistry
+50923,Fax,Blood,Chemistry
+50926,Follicle Stimulating Hormone,Blood,Chemistry
+50949,Immunoglobulin A,Blood,Chemistry
+50965,Parathyroid Hormone,Blood,Chemistry
+50980,Rheumatoid Factor,Blood,Chemistry
+50981,Salicylate,Blood,Chemistry
+50986,tacroFK,Blood,Chemistry
+51585,Clostrid,Blood,Chemistry
+51604,Delete,Blood,Chemistry
+51620,Epstein-Barr Virus VCA IgM Ab,Blood,Chemistry
+51650,Hepatitis B Virus E Antigen,Blood,Chemistry
+51686,Lip2,Blood,Chemistry
+51689,Lyme G and M Value,Blood,Chemistry
+51710,Rapid Plasma Reagin Test,Blood,Chemistry
+51741,Toxoplasma IgG Ab,Blood,Chemistry
+51772,PAN3,Blood,Chemistry
+50905,"Cholesterol, LDL, Calculated",Blood,Chemistry
+50928,Gastrin,Blood,Chemistry
+50948,Immunofixation,Blood,Chemistry
+50964,"Osmolality, Measured",Blood,Chemistry
+51634,Hbsag,Blood,Chemistry
+51657,HPE1,Blood,Chemistry
+51673,Immunoelectrophoresis,Blood,Chemistry
+51759,Z,Blood,Chemistry
+50895,Calculated TBG,Blood,Chemistry
+51687,Lipo Electrophoresis,Blood,Chemistry
+51745,Toxoplasma Interpretation,Blood,Chemistry
+53140,Aldosterone,Blood,Chemistry
+50997,Tobramycin,Blood,Chemistry
+51568,"Bilirubin, Neonatal",Blood,Chemistry
+51577,C5,Blood,Chemistry
+51592,Conj Bili,Blood,Chemistry
+51594,"Creatine Kinase, Isoenzyme BB",Blood,Chemistry
+51602,Delete,Blood,Chemistry
+51774,RFXHCV,Blood,Chemistry
+50876,Anti-Smooth Muscle Antibody,Blood,Chemistry
+50894,Calculated Free Testosterone,Blood,Chemistry
+50955,Light Green Top Hold,Blood,Chemistry
+51583,Chol Estr,Blood,Chemistry
+51700,Np-fx,Blood,Chemistry
+51713,Reflex Confirmatory Hepatitis C Viral Load,Blood,Chemistry
+51748,Treponema pallidum (Syphilis) Ab,Blood,Chemistry
+53150,Anti Hbs,Blood,Chemistry
+50942,Hepatitis B Virus Core Antibody,Blood,Chemistry
+50950,Immunoglobulin G,Blood,Chemistry
+50974,Prostate Specific Antigen,Blood,Chemistry
+50999,Tricyclic Antidepressant Screen,Blood,Chemistry
+51004,"UE3, Maternal Screen",Blood,Chemistry
+51559,Anti-ro,Blood,Chemistry
+51564,ARCH-1,Blood,Chemistry
+51596,"Creatine Kinase, Isoenzyme MM",Blood,Chemistry
+51611,Down Syndrome Risk,Blood,Chemistry
+51676,Insulin,Blood,Chemistry
+51749,Treponema pallidum (syphilis) value,Blood,Chemistry
+50852,% Hemoglobin A1c,Blood,Chemistry
+50886,Blood Culture Hold,Blood,Chemistry
+51581,Carotene,Blood,Chemistry
+51720,Reserved4,Blood,Chemistry
+51752,Voided Specimen,Blood,Chemistry
+53144,ANCA Titer,Blood,Chemistry
+50902,Chloride,Blood,Chemistry
+50972,Procainamide,Blood,Chemistry
+50973,Prolactin,Blood,Chemistry
+50976,"Protein, Total",Blood,Chemistry
+51560,Anti-SARS-CoV-2 IgA,Blood,Chemistry
+51613,eAG,Blood,Chemistry
+51628,Fructosamine,Blood,Chemistry
+51635,Hbsag,Blood,Chemistry
+51638,Hematocrit,Blood,Chemistry
+51712,Referred,Blood,Chemistry
+51738,Thyroid Binding Globulin,Blood,Chemistry
+53084,Alanine Aminotransferase,Blood,Chemistry
+50868,Anion Gap,Blood,Chemistry
+50874,"Anti-Nuclear Antibody, Titer",Blood,Chemistry
+50922,Ethanol,Blood,Chemistry
+50966,Phenobarbital,Blood,Chemistry
+50998,Transferrin,Blood,Chemistry
+51637,"HCG, Qualitative",Blood,Chemistry
+51667,H. pylori IgG Ab Value,Blood,Chemistry
+51696,Neural Tube Defect Risk,Blood,Chemistry
+52610,Potassium,Blood,Chemistry
+50883,"Bilirubin, Direct",Blood,Chemistry
+51576,C2,Blood,Chemistry
+51692,"Monospot, Rapid Antigen",Blood,Chemistry
+51699,Not Done,Blood,Chemistry
+51761,Zinc,Blood,Chemistry
+50861,Alanine Aminotransferase (ALT),Blood,Chemistry
+50863,Alkaline Phosphatase,Blood,Chemistry
+50881,Beta-2 Microglobulin,Blood,Chemistry
+50913,Cryoglobulin,Blood,Chemistry
+51572,Bioavailable Testosterone,Blood,Chemistry
+51631,Glycated Hemoglobin,Blood,Chemistry
+51636,"HCG, Multiples of Median",Blood,Chemistry
+51649,Hepatitis B Virus E Antibody,Blood,Chemistry
+51767,EE5,Blood,Chemistry
+50896,Calculated Thyroxine (T4) Index,Blood,Chemistry
+50930,Globulin,Blood,Chemistry
+50933,Green Top Hold (plasma),Blood,Chemistry
+50940,Hepatitis B Surface Antibody,Blood,Chemistry
+50941,Hepatitis B Surface Antigen,Blood,Chemistry
+51598,Cytomegalovirus Viral Load,Blood,Chemistry
+51601,Delete,Blood,Chemistry
+53129,3t,Blood,Chemistry
+53137,Afp Mom,Blood,Chemistry
+51648,Hepatitis B Viral Load,Blood,Chemistry
+51704,Platelet Count,Blood,Chemistry
+51735,STX4,Blood,Chemistry
+51763,EE2,Blood,Chemistry
+53087,Amylase,Blood,Chemistry
+53141,Alpha-1,Blood,Chemistry
+53143,Alpha-2,Blood,Chemistry
+50865,Amikacin,Blood,Chemistry
+50885,"Bilirubin, Total",Blood,Chemistry
+50921,Estradiol,Blood,Chemistry
+51609,Disopyramide,Blood,Chemistry
+51617,Epstein-Barr Virus IgM Ab Value,Blood,Chemistry
+51621,Ethylene Glycol,Blood,Chemistry
+51623,Fibrinogen,Blood,Chemistry
+51632,Growth Hormone,Blood,Chemistry
+51643,Hemoglobin  A2,Blood,Chemistry
+51664,HPE8,Blood,Chemistry
+51770,MDRDgfr,Blood,Chemistry
+52623,Sodium,Blood,Chemistry
+53128,11-Deoxycorticosterone,Blood,Chemistry
+50857,Acetone,Blood,Chemistry
+50907,"Cholesterol, Total",Blood,Chemistry
+50994,Thyroxine (T4),Blood,Chemistry
+51005,Uptake Ratio,Blood,Chemistry
+51575,C1q,Blood,Chemistry
+51678,L,Blood,Chemistry
+51725,Rubeola IgG Ab,Blood,Chemistry
+51726,Rubeola IgG Ab Value,Blood,Chemistry
+51762,EE1,Blood,Chemistry
+53142,Alpha-1-antitrypsin,Blood,Chemistry
+50884,"Bilirubin, Indirect",Blood,Chemistry
+50931,Glucose,Blood,Chemistry
+50952,Iron,Blood,Chemistry
+50968,"Phenytoin, Free",Blood,Chemistry
+51647,Hemoglobin  S,Blood,Chemistry
+51680,"LD, Isoenzyme 1",Blood,Chemistry
+51682,"LD, Isoenzyme 3",Blood,Chemistry
+51707,Progesterone,Blood,Chemistry
+51750,"UE3, Multiples of Median",Blood,Chemistry
+50897,Call,Blood,Chemistry
+50908,CK-MB Index,Blood,Chemistry
+50954,Lactate Dehydrogenase (LD),Blood,Chemistry
+50978,Rapamycin,Blood,Chemistry
+50984,Stat,Blood,Chemistry
+51618,Epstein-Barr Virus Interpretation,Blood,Chemistry
+51690,Lymphocytes,Blood,Chemistry
+51733,STX2,Blood,Chemistry
+51751,Uncon Bil,Blood,Chemistry
+53147,Anti Hbc,Blood,Chemistry
+53154,Lactate,Blood,Chemistry
+50860,"AFP, Maternal Screen",Blood,Chemistry
+50877,Anti-Thyroglobulin Antibodies,Blood,Chemistry
+51562,Anti-Skin Antibody,Blood,Chemistry
+51578,C6,Blood,Chemistry
+51645,"Hemoglobin, Calculated",Blood,Chemistry
+51669,Htlv Ab,Blood,Chemistry
+51688,Lyme C6 Ab,Blood,Chemistry
+51694,Mumps IgG Ab Value,Blood,Chemistry
+51717,Reserved,Blood,Chemistry
+51722,RFXLDLM,Blood,Chemistry
+52569,Glucose,Blood,Chemistry
+52647,Urea Nitrogen,Blood,Chemistry
+53094,HBV VL CT,Blood,Chemistry
+50898,Cancer Antigen 27.29,Blood,Chemistry
+50904,"Cholesterol, HDL",Blood,Chemistry
+50946,Human Chorionic Gonadotropin,Blood,Chemistry
+50971,Potassium,Blood,Chemistry
+50975,Protein Electrophoresis,Blood,Chemistry
+51000,Triglycerides,Blood,Chemistry
+51573,Bromide,Blood,Chemistry
+51610,Dlta Bili,Blood,Chemistry
+51612,Dr. X,Blood,Chemistry
+51627,Free Lambda,Blood,Chemistry
+51656,Hlap,Blood,Chemistry
+53096,"Protein, Total",Blood,Chemistry
+50882,Bicarbonate,Blood,Chemistry
+50888,Blue Top Hold Frozen,Blood,Chemistry
+50901,Centromere,Blood,Chemistry
+50992,Thyroid Peroxidase Antibodies,Blood,Chemistry
+51566,Beta,Blood,Chemistry
+51584,Chylomicrons,Blood,Chemistry
+51599,D,Blood,Chemistry
+51744,Toxoplasma IgM Ab Value,Blood,Chemistry
+50890,C3,Blood,Chemistry
+50916,DHEA-Sulfate,Blood,Chemistry
+50935,Haptoglobin,Blood,Chemistry
+51593,Copper,Blood,Chemistry
+51606,Digitoxin,Blood,Chemistry
+51668,Hsap,Blood,Chemistry
+53138,(Albumin),Blood,Chemistry
+50864,Alpha-Fetoprotein,Blood,Chemistry
+50938,Hepatitis A Virus IgM Antibody,Blood,Chemistry
+50959,Macro Prolactin,Blood,Chemistry
+50967,Phenytoin,Blood,Chemistry
+50995,"Thyroxine (T4), Free",Blood,Chemistry
+51646,Hemoglobin  F,Blood,Chemistry
+51706,Problem Specimen,Blood,Chemistry
+51714,Reflex HIV Confirmation,Blood,Chemistry
+51764,EE7,Blood,Chemistry
+51769,RUBIgGV,Blood,Chemistry
+51771,,Blood,Chemistry
+53145,Anti-GBM Antibody,Blood,Chemistry
+50862,Albumin,Blood,Chemistry
+50911,"Creatine Kinase, MB Isoenzyme",Blood,Chemistry
+50969,"Phenytoin, Percent Free",Blood,Chemistry
+51721,Reverse T3,Blood,Chemistry
+51731,Single Stranded DNA,Blood,Chemistry
+53132,Absolute Lymphocyte Count,Blood,Chemistry
+50982,Sex Hormone Binding Globulin,Blood,Chemistry
+51565,Argon,Blood,Chemistry
+51746,Transferrin Saturation,Blood,Chemistry
+50859,"Acid Phosphatase, Non-Prostatic",Blood,Chemistry
+50878,Asparate Aminotransferase (AST),Blood,Chemistry
+50912,Creatinine,Blood,Chemistry
+50957,Lithium,Blood,Chemistry
+50985,Study Tubes,Blood,Chemistry
+50990,Theophylline,Blood,Chemistry
+51006,Urea Nitrogen,Blood,Chemistry
+51608,DirLst,Blood,Chemistry
+51698,No MD,Blood,Chemistry
+52546,Creatinine,Blood,Chemistry
+50867,Amylase,Blood,Chemistry
+50906,"Cholesterol, LDL, Measured",Blood,Chemistry
+50939,"Hepatitis B Core Antibody, IgM",Blood,Chemistry
+51003,Troponin T,Blood,Chemistry
+51652,High-Sensitivity CRP,Blood,Chemistry
+51675,INR(PT),Blood,Chemistry
+51730,Serum Folate,Blood,Chemistry
+51758,Xylose,Blood,Chemistry
+53130,4t,Blood,Chemistry
+50892,CA-125,Blood,Chemistry
+50970,Phosphate,Blood,Chemistry
+51556,Anti-Microsomal Antibodies,Blood,Chemistry
+51574,C1 Inhibitor,Blood,Chemistry
+51607,"Dimeric Inhibin A, Maternal Screen",Blood,Chemistry
+51691,MCV,Blood,Chemistry
+50875,Anti-Parietal Cell Antibody,Blood,Chemistry
+51008,Valproic Acid,Blood,Chemistry
+51570,"Bilirubin, Neonatal, Indirect",Blood,Chemistry
+51616,Epstein-Barr Virus IgG Ab Value,Blood,Chemistry
+51723,Rubella,Blood,Chemistry
+51739,Total CO2,Blood,Chemistry
+52642,Troponin I,Blood,Chemistry
+53148,Anti Hbe,Blood,Chemistry
+50891,C4,Blood,Chemistry
+50943,Hepatitis C Virus Antibody,Blood,Chemistry
+50947,I,Blood,Chemistry
+51642,Hemoglobin  A1,Blood,Chemistry
+51728,Serum B12,Blood,Chemistry
+52535,Chloride,Blood,Chemistry
+53135,"Acid Phosphatase, Prostatic Fraction",Blood,Chemistry
+53151,Anti-la,Blood,Chemistry
+50855,Absolute Hemoglobin,Blood,Chemistry
+50919,EDTA Hold,Blood,Chemistry
+50963,NTproBNP,Blood,Chemistry
+50996,"Tissue Transglutaminase Ab, IgA",Blood,Chemistry
+51579,CA 19-9,Blood,Chemistry
+51626,Free Kappa/Free Lambda Ratio,Blood,Chemistry
+51705,Primidone,Blood,Chemistry
+51715,Renin,Blood,Chemistry
+51754,VZV IgG Ab Value,Blood,Chemistry
+50924,Ferritin,Blood,Chemistry
+50932,Gray Top Hold (plasma),Blood,Chemistry
+50956,Lipase,Blood,Chemistry
+50989,"Testosterone, Free",Blood,Chemistry
+51563,Anti-sm,Blood,Chemistry
+51587,CMV IgG Ab Value,Blood,Chemistry
+51600,Delete,Blood,Chemistry
+51653,HIV 1 Ab Confirmation,Blood,Chemistry
+51719,Reserved3,Blood,Chemistry
+53134,Absolute Other WBC,Blood,Chemistry
+50873,Anti-Nuclear Antibody,Blood,Chemistry
+50880,Benzodiazepine Screen,Blood,Chemistry
+50889,C-Reactive Protein,Blood,Chemistry
+50920,Estimated GFR (MDRD equation),Blood,Chemistry
+51558,Antirnp,Blood,Chemistry
+51619,Epstein-Barr Virus VCA IgG Ab,Blood,Chemistry
+51665,HPE9,Blood,Chemistry
+51736,STX5,Blood,Chemistry
+51605,Delta/Dlt,Blood,Chemistry
+51679,Lap,Blood,Chemistry
+51684,"LD, Isoenzyme 5",Blood,Chemistry
+51703,PEPgel,Blood,Chemistry
+51753,VZV IgG Ab,Blood,Chemistry
+52551,D-Dimer,Blood,Chemistry
+53089,"Bilirubin, Total",Blood,Chemistry
+53139,Aldosterone,Blood,Chemistry
+50909,Cortisol,Blood,Chemistry
+50910,Creatine Kinase (CK),Blood,Chemistry
+50951,Immunoglobulin M,Blood,Chemistry
+51586,CMV IgG Ab,Blood,Chemistry
+51630,Gamma,Blood,Chemistry
+51662,HPE6,Blood,Chemistry
+51701,"Osmolality, Calculated",Blood,Chemistry
+51702,Park,Blood,Chemistry
+53133,Absolute Neutrophil,Blood,Chemistry
+51002,Troponin I,Blood,Chemistry
+51624,Free Calcium,Blood,Chemistry
+51639,Hematocrit,Blood,Chemistry
+51644,Hemoglobin  C,Blood,Chemistry
+51663,HPE7,Blood,Chemistry
+52548,Cryoglobulin,Blood,Chemistry
+53149,Anti-hbs,Blood,Chemistry
+50988,Testosterone,Blood,Chemistry
+51571,Billed,Blood,Chemistry
+51654,HIV 1 Viral Load,Blood,Chemistry
+53085,Albumin,Blood,Chemistry
+53093,Gamma Glutamyltranferase,Blood,Chemistry
+50961,Methotrexate,Blood,Chemistry
+51655,HIV 2 Ab Confirmation,Blood,Chemistry
+51666,H. pylori IgG Ab,Blood,Chemistry
+51718,Reserved1,Blood,Chemistry
+51765,EE3,Blood,Chemistry
+53136,Adrenocorticotrophic Hormone,Blood,Chemistry
+50872,Anti-Neutrophil Cytoplasmic Antibody,Blood,Chemistry
+50903,Cholesterol Ratio (Total/HDL),Blood,Chemistry
+50962,N-Acetylprocainamide (NAPA),Blood,Chemistry
+51001,Triiodothyronine (T3),Blood,Chemistry
+51671,IFEgel,Blood,Chemistry
+53131,5' Nucleotidase,Blood,Chemistry
+50934,H,Blood,Chemistry
+50937,Hepatitis A Virus Antibody,Blood,Chemistry
+51614,Epstein-Barr Virus  EBNA IgG Ab,Blood,Chemistry
+51674,Immunoglobulin E,Blood,Chemistry
+51737,STX6,Blood,Chemistry
+51747,Treponemal Antibody Test,Blood,Chemistry
+51760,Z,Blood,Chemistry
+51768,EE6,Blood,Chemistry
+53152,HIV FINAL,Blood,Chemistry
+50853,25-OH Vitamin D,Blood,Chemistry
+50856,Acetaminophen,Blood,Chemistry
+50929,Gentamicin,Blood,Chemistry
+51588,CMV IgM Ab,Blood,Chemistry
+51591,Confirmation,Blood,Chemistry
+51595,"Creatine Kinase, Isoenzyme MB",Blood,Chemistry
+51603,Delete,Blood,Chemistry
+51661,HPE5,Blood,Chemistry
+51677,K (GREEN),Blood,Chemistry
+51727,Send Out,Blood,Chemistry
+53095,Lyme VsIE/PepC10 Antibody,Blood,Chemistry
+51954,CDT027,Stool,Chemistry
+51945,Norovirus Genogroup I,Stool,Chemistry
+51953,Voided Specimen,Stool,Chemistry
+51928,Alpha-1,Stool,Chemistry
+51934,C Diff Toxin Antigen Assay,Stool,Chemistry
+51941,"Glucose, Stool",Stool,Chemistry
+51931,Beta,Stool,Chemistry
+51937,"Creatinine, Stool",Stool,Chemistry
+51064,"Potassium, Stool",Stool,Chemistry
+51926,(Albumin),Stool,Chemistry
+51951,"Urea Nitrogen, Stool",Stool,Chemistry
+51061,"Bicarbonate, Stool",Stool,Chemistry
+51947,O & P,Stool,Chemistry
+51063,"Osmolality, Stool",Stool,Chemistry
+51925,72 Hr Fat,Stool,Chemistry
+51952,"Uric Acid, Stool",Stool,Chemistry
+51062,"Chloride, Stool",Stool,Chemistry
+51065,"Sodium, Stool",Stool,Chemistry
+51935,"Cholesterol, Stool",Stool,Chemistry
+51938,Cryptococ,Stool,Chemistry
+51933,C. diff PCR,Stool,Chemistry
+51930,"Amylase, Stool",Stool,Chemistry
+51948,Sudan Stain,Stool,Chemistry
+51946,Norovirus Genogroup II,Stool,Chemistry
+51950,"Triglycerides, Stool",Stool,Chemistry
+51944,"Lactate Dehydrogenase, Stool",Stool,Chemistry
+51929,Alpha-2,Stool,Chemistry
+51940,Gamma,Stool,Chemistry
+51942,"IgG, Stool",Stool,Chemistry
+51943,"Immunoelectrophoresis, Stool",Stool,Chemistry
+51936,Clostrid,Stool,Chemistry
+51927,"Albumin, Stool",Stool,Chemistry
+51955,,Stool,Chemistry
+51932,"Bilirubin, Total, Stool",Stool,Chemistry
+51949,"Total Protein, Stool",Stool,Chemistry
+51956,CDT027,Stool,Chemistry
+51939,Fl Scan,Stool,Chemistry
+51983,"Iron, Urine",Urine,Chemistry
+51097,"Potassium, Urine",Urine,Chemistry
+51967,Blood,Urine,Chemistry
+51976,"Cortisol, Urine",Urine,Chemistry
+51070,"Albumin/Creatinine, Urine",Urine,Chemistry
+51988,O & P,Urine,Chemistry
+52016,Z,Urine,Chemistry
+52019,PAN2,Urine,Chemistry
+51091,"Myoglobin, Urine",Urine,Chemistry
+51073,"Amylase/Creatinine Ratio, Urine",Urine,Chemistry
+51081,"Creatinine, Serum",Urine,Chemistry
+51079,"Cocaine, Urine",Urine,Chemistry
+51995,Study Urine,Urine,Chemistry
+52004,UTX1,Urine,Chemistry
+51098,"Prot. Electrophoresis, Urine",Urine,Chemistry
+51986,Neisseria gonorrhoeae,Urine,Chemistry
+51071,"Amphetamine Screen, Urine",Urine,Chemistry
+51072,"Amylase, Urine",Urine,Chemistry
+51086,"Immunofixation, Urine",Urine,Chemistry
+51987,Nitrite,Urine,Chemistry
+52006,UTX3,Urine,Chemistry
+52014,Voided Specimen,Urine,Chemistry
+51066,24 hr Calcium,Urine,Chemistry
+51957,17-Hydroxycorticosteroids,Urine,Chemistry
+51989,Oxycodone,Urine,Chemistry
+52017,"Zinc, Urine",Urine,Chemistry
+51994,Specific Gravity,Urine,Chemistry
+51069,"Albumin, Urine",Urine,Chemistry
+51991,"Propoxyphene, Urine",Urine,Chemistry
+51102,"Total Protein, Urine",Urine,Chemistry
+52013,Vanillylmandelic Acid,Urine,Chemistry
+51084,"Glucose, Urine",Urine,Chemistry
+51089,Marijuana,Urine,Chemistry
+51966,Bilirubin,Urine,Chemistry
+51984,Ketone,Urine,Chemistry
+51998,UPEPgel,Urine,Chemistry
+51083,"Ethanol, Urine",Urine,Chemistry
+51104,"Urea Nitrogen, Urine",Urine,Chemistry
+51960,Aldolase,Urine,Chemistry
+51972,Chlamydia trachomatis,Urine,Chemistry
+51974,"Copper, Urine",Urine,Chemistry
+52008,UTX5,Urine,Chemistry
+52015,Xylose,Urine,Chemistry
+52018,PAN1,Urine,Chemistry
+51095,"Phosphate, Urine",Urine,Chemistry
+52007,UTX4,Urine,Chemistry
+51999,Urine Amylase,Urine,Chemistry
+51080,Creatinine Clearance,Urine,Chemistry
+51100,"Sodium, Urine",Urine,Chemistry
+51968,Camp,Urine,Chemistry
+52730,pH,Urine,Chemistry
+51090,"Methadone, Urine",Urine,Chemistry
+51093,"Osmolality, Urine",Urine,Chemistry
+51068,24 hr Protein,Urine,Chemistry
+52009,UTX6,Urine,Chemistry
+52012,UTX9,Urine,Chemistry
+51096,Porphobilinogen Screen,Urine,Chemistry
+51959,"5-HIAA, Urine",Urine,Chemistry
+52703,"Albumin, Urine",Urine,Chemistry
+51067,24 hr Creatinine,Urine,Chemistry
+51087,Length of Urine Collection,Urine,Chemistry
+51106,Urine Creatinine,Urine,Chemistry
+51105,"Uric Acid, Urine",Urine,Chemistry
+51971,Ccoc,Urine,Chemistry
+52720,"HCG, Urine, Qualitative",Urine,Chemistry
+52020,UTX10,Urine,Chemistry
+51980,Fentanyl,Urine,Chemistry
+51996,Trichomonas vaginalis,Urine,Chemistry
+51078,"Chloride, Urine",Urine,Chemistry
+51103,Uhold,Urine,Chemistry
+51978,DirList,Urine,Chemistry
+51981,Glucose,Urine,Chemistry
+51076,"Bicarbonate, Urine",Urine,Chemistry
+51088,"Magnesium, Urine",Urine,Chemistry
+51092,"Opiate Screen, Urine",Urine,Chemistry
+51074,"Barbiturate Screen, Urine",Urine,Chemistry
+51964,"Amylase, Serum",Urine,Chemistry
+51973,Copi,Urine,Chemistry
+52002,Urobilinogen,Urine,Chemistry
+51101,Total Collection Time,Urine,Chemistry
+51982,"Immunoelectrophoresis, Urine",Urine,Chemistry
+51099,Protein/Creatinine Ratio,Urine,Chemistry
+51109,"Urine Volume, Total",Urine,Chemistry
+51969,"Catecholamines, Urine",Urine,Chemistry
+51977,"Creatinine, Blood",Urine,Chemistry
+51997,UIFEgel,Urine,Chemistry
+51970,Cben,Urine,Chemistry
+51993,Referred,Urine,Chemistry
+51107,"Urine tube, held",Urine,Chemistry
+51958,"17-Ketosteroids, Urine",Urine,Chemistry
+51962,Alpha-2,Urine,Chemistry
+52005,UTX2,Urine,Chemistry
+51075,"Benzodiazepine Screen, Urine",Urine,Chemistry
+51992,Protein,Urine,Chemistry
+51961,Alpha-1,Urine,Chemistry
+51963,Amylase/Creatinine Clearance,Urine,Chemistry
+51965,Beta,Urine,Chemistry
+51985,Leukocytes,Urine,Chemistry
+51979,"Estriol, Urine",Urine,Chemistry
+51990,"Phenothiazine Screen, Urine",Urine,Chemistry
+51085,"HCG, Urine, Qualitative",Urine,Chemistry
+52000,Urine  Creatinine,Urine,Chemistry
+52003,Uroporphyrins,Urine,Chemistry
+51094,pH,Urine,Chemistry
+51108,Urine Volume,Urine,Chemistry
+52011,UTX8,Urine,Chemistry
+51082,"Creatinine, Urine",Urine,Chemistry
+52010,UTX7,Urine,Chemistry
+51077,"Calcium, Urine",Urine,Chemistry
+51975,Coproporphyrins,Urine,Chemistry
+52001,"Urine PEP, Gamma region",Urine,Chemistry
+50839,"Chloride, Ascites",Ascites,Chemistry
+50846,"Osmolality, Ascites",Ascites,Chemistry
+50838,"Bilirubin, Total, Ascites",Ascites,Chemistry
+53123,"Immunoelectrophoresis, Ascites",Ascites,Chemistry
+50845,"Miscellaneous, Ascites",Ascites,Chemistry
+50844,"Lipase, Ascites",Ascites,Chemistry
+50847,"Potassium, Ascites",Ascites,Chemistry
+53117,Alpha-1,Ascites,Chemistry
+50837,"Bicarbonate, Ascites",Ascites,Chemistry
+53118,Alpha-2,Ascites,Chemistry
+53120,Clostrid,Ascites,Chemistry
+50851,"Urea Nitrogen, Ascites",Ascites,Chemistry
+53119,Beta,Ascites,Chemistry
+53126,"Uric Acid, Ascites",Ascites,Chemistry
+50841,"Creatinine, Ascites",Ascites,Chemistry
+50840,"Cholesterol, Ascites",Ascites,Chemistry
+50835,"Albumin, Ascites",Ascites,Chemistry
+53121,Cryptococ,Ascites,Chemistry
+53116,(Albumin),Ascites,Chemistry
+53122,Fl Scan,Ascites,Chemistry
+50848,"Sodium, Ascites",Ascites,Chemistry
+50849,"Total Protein, Ascites",Ascites,Chemistry
+53124,"Immunoglobulin G, Ascites",Ascites,Chemistry
+50836,"Amylase, Ascites",Ascites,Chemistry
+50850,"Triglycerides, Ascites",Ascites,Chemistry
+50843,"Lactate Dehydrogenase, Ascites",Ascites,Chemistry
+53125,"PEP, Ascites, Gamma Region",Ascites,Chemistry
+50842,"Glucose, Ascites",Ascites,Chemistry
+53127,Voided Specimen,Ascites,Chemistry
+51910,(Albumin),Pleural,Chemistry
+51052,"Creatinine, Pleural",Pleural,Chemistry
+51915,Cryptococ,Pleural,Chemistry
+51046,"Albumin, Pleural",Pleural,Chemistry
+51913,Beta,Pleural,Chemistry
+51048,"Bicarbonate, Pleural",Pleural,Chemistry
+51047,"Amylase, Pleural",Pleural,Chemistry
+51051,"Cholesterol, Pleural",Pleural,Chemistry
+51055,"Lipase, Pleural",Pleural,Chemistry
+51056,"Miscellaneous, Pleural",Pleural,Chemistry
+51920,"PEP, Pleural, Gamma Region",Pleural,Chemistry
+51911,Alpha-1,Pleural,Chemistry
+51918,"Immunoglobulin G, Pleural",Pleural,Chemistry
+51060,"Triglycerides, Pleural",Pleural,Chemistry
+51050,"Chloride, Pleural",Pleural,Chemistry
+51919,"Osmolality, Pleural",Pleural,Chemistry
+51058,"Sodium, Pleural",Pleural,Chemistry
+51921,"proBNP, Pleural",Pleural,Chemistry
+51912,Alpha-2,Pleural,Chemistry
+51923,"Uric Acid, Pleural",Pleural,Chemistry
+51049,"Bilirubin, Total, Pleural",Pleural,Chemistry
+51059,"Total Protein, Pleural",Pleural,Chemistry
+51914,Clostrid,Pleural,Chemistry
+51054,"Lactate Dehydrogenase, Pleural",Pleural,Chemistry
+51917,"Immunoelectrophoresis, Pleural",Pleural,Chemistry
+51057,"Potassium, Pleural",Pleural,Chemistry
+51916,Fl Scan,Pleural,Chemistry
+51924,Voided Specimen,Pleural,Chemistry
+51053,"Glucose, Pleural",Pleural,Chemistry
+51922,"Urea Nitrogen, Pleural",Pleural,Chemistry
+51828,Voided Specimen,Bone Marrow,Chemistry
+51809,Alpha-2,Joint Fluid,Chemistry
+51810,Beta,Joint Fluid,Chemistry
+51812,"Bilirubin, Total, Joint Fluid",Joint Fluid,Chemistry
+51824,"Triglycerides, Joint Fluid",Joint Fluid,Chemistry
+51814,"Cholesterol, Joint Fluid",Joint Fluid,Chemistry
+51023,"LD, Joint Fluid",Joint Fluid,Chemistry
+51816,Cryptococ,Joint Fluid,Chemistry
+51825,"Urea Nitrogen, Joint Fluid",Joint Fluid,Chemistry
+51019,"Albumin, Joint Fluid",Joint Fluid,Chemistry
+51020,"Amylase, Joint Fluid",Joint Fluid,Chemistry
+51024,"Total Protein, Joint Fluid",Joint Fluid,Chemistry
+51807,(Albumin),Joint Fluid,Chemistry
+51815,Clostrid,Joint Fluid,Chemistry
+51826,"Uric Acid, Joint Fluid",Joint Fluid,Chemistry
+51808,Alpha-1,Joint Fluid,Chemistry
+51823,"Sodium, Joint Fluid",Joint Fluid,Chemistry
+51818,"IgG, Joint Fluid",Joint Fluid,Chemistry
+51022,"Glucose, Joint Fluid",Joint Fluid,Chemistry
+51822,"Potassium, Joint Fluid",Joint Fluid,Chemistry
+51819,"Immunoelectrophoresis, Joint Fluid",Joint Fluid,Chemistry
+51821,"PEP, Joint Fluid, Gamma Region",Joint Fluid,Chemistry
+51813,"Chloride, Joint Fluid",Joint Fluid,Chemistry
+51817,Fl Scan,Joint Fluid,Chemistry
+51820,"Osmolality, Joint Fluid",Joint Fluid,Chemistry
+51827,Voided Specimen,Joint Fluid,Chemistry
+51021,"Creatinine, Joint Fluid",Joint Fluid,Chemistry
+51811,"Bicarbonate,Joint Fluid",Joint Fluid,Chemistry
+51840,Beta,Other Body Fluid,Chemistry
+51861,"Immunoelectrophoresis, Fluid",Other Body Fluid,Chemistry
+51869,"Influenza A, Rapid Antigen",Other Body Fluid,Chemistry
+51894,"Strep A, Rapid Antigen",Other Body Fluid,Chemistry
+51025,"Albumin, Body Fluid",Other Body Fluid,Chemistry
+51858,HIV 1 Viral Load,Other Body Fluid,Chemistry
+51882,O & P,Other Body Fluid,Chemistry
+51865,Influenza A by PCR,Other Body Fluid,Chemistry
+51841,"Blood, Occult",Other Body Fluid,Chemistry
+51876,"L/S Ratio, Amniotic Fluid",Other Body Fluid,Chemistry
+51877,MRSA PCR,Other Body Fluid,Chemistry
+51838,Alpha-2,Other Body Fluid,Chemistry
+51895,"Strep A, Rapid Antigen",Other Body Fluid,Chemistry
+51843,C. diff PCR,Other Body Fluid,Chemistry
+51042,"Sodium, Body Fluid",Other Body Fluid,Chemistry
+51893,Staph aureus PCR,Other Body Fluid,Chemistry
+51036,"Lipase, Body Fluid",Other Body Fluid,Chemistry
+51829,72 Hr Fat,Other Body Fluid,Chemistry
+51857,Fl Scan,Other Body Fluid,Chemistry
+53115,RSV2,Other Body Fluid,Chemistry
+51027,"Bicarbonate, Other Fluid",Other Body Fluid,Chemistry
+51033,FetalFN,Other Body Fluid,Chemistry
+51037,"Magnesium, Body Fluid",Other Body Fluid,Chemistry
+51870,"Influenza A, Rapid Antigen",Other Body Fluid,Chemistry
+53114,RSV1,Other Body Fluid,Chemistry
+51847,Clostrid,Other Body Fluid,Chemistry
+51881,Norovirus Genogroup II,Other Body Fluid,Chemistry
+51854,Cryptococ,Other Body Fluid,Chemistry
+51899,Trichomonas vaginalis,Other Body Fluid,Chemistry
+51839,Anat Path Hold,Other Body Fluid,Chemistry
+53099,COV12,Other Body Fluid,Chemistry
+53110,FLUB2,Other Body Fluid,Chemistry
+51862,"Immunoglobulin G, Body Fluid",Other Body Fluid,Chemistry
+51889,Phosphatidylglycerol,Other Body Fluid,Chemistry
+51038,"Miscellaneous, Body Fluid",Other Body Fluid,Chemistry
+53098,COV11,Other Body Fluid,Chemistry
+53107,FLUA1,Other Body Fluid,Chemistry
+53113,Rapid Respiratory Syncytial Virus,Other Body Fluid,Chemistry
+51029,"Calcium, Body Fluid",Other Body Fluid,Chemistry
+51026,"Amylase, Body Fluid",Other Body Fluid,Chemistry
+51028,"Bilirubin, Total, Body Fluid",Other Body Fluid,Chemistry
+51040,"Phosphate, Body Fluid",Other Body Fluid,Chemistry
+53106,E GENE ENDPT,Other Body Fluid,Chemistry
+51035,"LD, Body Fluid",Other Body Fluid,Chemistry
+51833,"AFP, Amniotic Fluid",Other Body Fluid,Chemistry
+51901,Voided Specimen,Other Body Fluid,Chemistry
+51887,"PEP, Body Fluid",Other Body Fluid,Chemistry
+53105,E GENE CT,Other Body Fluid,Chemistry
+51045,"Urea Nitrogen, Body Fluid",Other Body Fluid,Chemistry
+51831,Acid MAO,Other Body Fluid,Chemistry
+51872,Influenza B by PCR,Other Body Fluid,Chemistry
+51031,"Cholesterol, Body Fluid",Other Body Fluid,Chemistry
+51842,Bun,Other Body Fluid,Chemistry
+51856,Epr,Other Body Fluid,Chemistry
+51897,Surfactant/Albumin,Other Body Fluid,Chemistry
+51907,reuse1,Other Body Fluid,Chemistry
+51874,"Influenza B, Rapid Antigen",Other Body Fluid,Chemistry
+51905, ,Other Body Fluid,Chemistry
+51044,Triglycer,Other Body Fluid,Chemistry
+53109,FLUB1,Other Body Fluid,Chemistry
+53112,N2 GENE ENDPT,Other Body Fluid,Chemistry
+51880,Norovirus Genogroup I,Other Body Fluid,Chemistry
+51835,(Albumi,Other Body Fluid,Chemistry
+51030,"Chloride, Body Fluid",Other Body Fluid,Chemistry
+51896,Sudan Stain,Other Body Fluid,Chemistry
+51837,Alpha-1,Other Body Fluid,Chemistry
+51844,C diff Toxin Antigen Assay,Other Body Fluid,Chemistry
+51846,Chlamydia trachomatis,Other Body Fluid,Chemistry
+51875,"Influenza B, Rapid Antigen",Other Body Fluid,Chemistry
+51855,"DSPC, Amniotic Fluid",Other Body Fluid,Chemistry
+53108,FLUA2,Other Body Fluid,Chemistry
+51041,"Potassium, Body Fluid",Other Body Fluid,Chemistry
+51904,PAN2,Other Body Fluid,Chemistry
+51902,Vpf,Other Body Fluid,Chemistry
+51906,reuse,Other Body Fluid,Chemistry
+51032,"Creatinine, Body Fluid",Other Body Fluid,Chemistry
+51898,Surf/Alb,Other Body Fluid,Chemistry
+51834,"AFP, Body Fluid",Other Body Fluid,Chemistry
+51039,"Osmolality, Body Fluid",Other Body Fluid,Chemistry
+51888,"PEP, Body Fluid, Gamma Region",Other Body Fluid,Chemistry
+51900,"Uric Acid, Body Fluid",Other Body Fluid,Chemistry
+53100,COV13,Other Body Fluid,Chemistry
+53111,N2 GENE CT,Other Body Fluid,Chemistry
+53097,COV10,Other Body Fluid,Chemistry
+51043,"Total Protein, Body Fluid",Other Body Fluid,Chemistry
+51873,Influenza B by PCR,Other Body Fluid,Chemistry
+51903,PAN1,Other Body Fluid,Chemistry
+51034,"Glucose, Body Fluid",Other Body Fluid,Chemistry
+51864,Influenza A by PCR,Other Body Fluid,Chemistry
+51836,<Albumin>,Other Body Fluid,Chemistry
+51830,Acid BAO,Other Body Fluid,Chemistry
+51879,Neisseria gonorrhoeae,Other Body Fluid,Chemistry
+51799,"PEP, CSF, Gamma Region",Cerebrospinal Fluid,Chemistry
+51785,"Cholesterol, CSF",Cerebrospinal Fluid,Chemistry
+51800,"Potassium, CSF",Cerebrospinal Fluid,Chemistry
+51795,"Lactate Dehydrogenase, CSF",Cerebrospinal Fluid,Chemistry
+51790,"Glucose, CSF",Cerebrospinal Fluid,Chemistry
+51788,Cryptococ,Cerebrospinal Fluid,Chemistry
+51794,"Immunoglobulin G, CSF",Cerebrospinal Fluid,Chemistry
+51806,Voided Specimen,Cerebrospinal Fluid,Chemistry
+51789,Fl Scan,Cerebrospinal Fluid,Chemistry
+51793,"Immunoglobulin G, CSF",Cerebrospinal Fluid,Chemistry
+51796,"Miscellaneous, CSF",Cerebrospinal Fluid,Chemistry
+51787,"Creatinine, CSF",Cerebrospinal Fluid,Chemistry
+51802,"Total Protein, CSF",Cerebrospinal Fluid,Chemistry
+51778,Alpha-1,Cerebrospinal Fluid,Chemistry
+51779,Alpha-2,Cerebrospinal Fluid,Chemistry
+51792,"Immunoelectrophoresis, CSF",Cerebrospinal Fluid,Chemistry
+51780,"Amylase, CSF",Cerebrospinal Fluid,Chemistry
+51782,"Bicarbonate, CSF",Cerebrospinal Fluid,Chemistry
+51805,"Uric Acid, CSF",Cerebrospinal Fluid,Chemistry
+51783,"Bilirubin, Total, CSF",Cerebrospinal Fluid,Chemistry
+51776,<Albumin>,Cerebrospinal Fluid,Chemistry
+51775,(Albumin),Cerebrospinal Fluid,Chemistry
+51777,"Albumin, CSF",Cerebrospinal Fluid,Chemistry
+51801,"Sodium, CSF",Cerebrospinal Fluid,Chemistry
+51798,"PEP, CSF",Cerebrospinal Fluid,Chemistry
+51786,Clostrid,Cerebrospinal Fluid,Chemistry
+51797,"Osmolality, CSF",Cerebrospinal Fluid,Chemistry
+51784,"Chloride, CSF",Cerebrospinal Fluid,Chemistry
+51791,HIV 1 Viral Load,Cerebrospinal Fluid,Chemistry
+51803,"Triglycerides, CSF",Cerebrospinal Fluid,Chemistry
+51804,"Urea Nitrogen, CSF",Cerebrospinal Fluid,Chemistry
+51781,Beta,Cerebrospinal Fluid,Chemistry
+52290,Dna,I,Hematology
+52398,FL2-%FL1,Q,Hematology
+52397,FL2-D,Q,Hematology
+52401,SSC-D,Q,Hematology
+52396,FL1-S,Q,Hematology
+52402,SSC-S,Q,Hematology
+52395,FL1-%FL2,Q,Hematology
+52400,FSC-S,Q,Hematology
+52394,FL1-D,Q,Hematology
+52399,FL2-S,Q,Hematology
+51138,Anticardiolipin Antibody IgG,Blood,Hematology
+51163,CD16/56%,Blood,Hematology
+51201,Epinepherine,Blood,Hematology
+51229,"Heparin, LMW",Blood,Hematology
+51254,Monocytes,Blood,Hematology
+51259,Other Cells,Blood,Hematology
+52145,Mono Spot Test,Blood,Hematology
+52169,QFib,Blood,Hematology
+52205,RetScat,Blood,Hematology
+52769,Absolute Lymphocyte Count,Blood,Hematology
+52853,Factor XII,Blood,Hematology
+51155,CD11c,Blood,Hematology
+51267,Poikilocytosis,Blood,Hematology
+51273,"Protein S, Functional",Blood,Hematology
+51280,Reptilase Time,Blood,Hematology
+52092,CD56 %,Blood,Hematology
+52130,Histiocytes,Blood,Hematology
+52138,Kct,Blood,Hematology
+52154,P2Y12 Reaction Units,Blood,Hematology
+52934,"Reticulocyte Count, Manual",Blood,Hematology
+51189,CD57,Blood,Hematology
+51205,Factor VII,Blood,Hematology
+51252,Microcytes,Blood,Hematology
+51279,Red Blood Cells,Blood,Hematology
+51291,Sickle Cells,Blood,Hematology
+52083,Autohem+g,Blood,Hematology
+52186,Test,Blood,Hematology
+51167,CD2,Blood,Hematology
+52098,Clot Lysis,Blood,Hematology
+52113,Factor IX Inhibitor,Blood,Hematology
+52189,Thrombin Time Control,Blood,Hematology
+52204,RBCDist,Blood,Hematology
+51187,CD55,Blood,Hematology
+51230,HLA-DR,Blood,Hematology
+51233,Hypochromia,Blood,Hematology
+52135,Immature Granulocytes,Blood,Hematology
+52181,Stomatocyte,Blood,Hematology
+52195,Voided Specimen,Blood,Hematology
+51224,Hemoglobin C,Blood,Hematology
+51276,Quantitative G6PD,Blood,Hematology
+52082,Aspirin Reactivity,Blood,Hematology
+52096,Chloroacetate,Blood,Hematology
+52144,Methemoglobin,Blood,Hematology
+52146,Naphtol Acetate Stain,Blood,Hematology
+52163,PT Control,Blood,Hematology
+51180,"CD4 Cells, Percent",Blood,Hematology
+52077,Acidserum,Blood,Hematology
+52102,Crenated Cells,Blood,Hematology
+52103,Cross Imm,Blood,Hematology
+52147,NEUTX,Blood,Hematology
+52156,Peroxidase Staining,Blood,Hematology
+52159,Platelet Aggregation,Blood,Hematology
+51135,ADP,Blood,Hematology
+51153,CD103,Blood,Hematology
+51268,Polychromasia,Blood,Hematology
+52203,RBCAgg,Blood,Hematology
+52208,BasoFlg,Blood,Hematology
+51143,Atypical Lymphocytes,Blood,Hematology
+51147,Bite Cells,Blood,Hematology
+51184,CD5,Blood,Hematology
+51196,D-Dimer,Blood,Hematology
+51199,Eosinophil Count,Blood,Hematology
+52173,Red Blood Cell Enzyme,Blood,Hematology
+52215,ATLFlg,Blood,Hematology
+51154,CD117,Blood,Hematology
+52115,Fibrinoge,Blood,Hematology
+52182,Sudan Black Staining,Blood,Hematology
+51142,Arachadonic Acid,Blood,Hematology
+51177,CD33,Blood,Hematology
+51178,CD34,Blood,Hematology
+51217,Glyco A,Blood,Hematology
+51244,Lymphocytes,Blood,Hematology
+52153,Other Inhibitor,Blood,Hematology
+52174,"Reptilase Time, Control",Blood,Hematology
+52188,Thrombin Time Control,Blood,Hematology
+51150,Blood Parasite Smear,Blood,Hematology
+51169,CD20 %,Blood,Hematology
+51227,Hemogloblin S,Blood,Hematology
+51272,"Protein S, Antigen",Blood,Hematology
+51290,Sickle Cell Preparation,Blood,Hematology
+52072,Absolute CD56 Count,Blood,Hematology
+52084,Autohem-g,Blood,Hematology
+52219,WBCScat,Blood,Hematology
+51186,CD5 Absolute Count,Blood,Hematology
+51188,CD56,Blood,Hematology
+51245,"Lymphocytes, Percent",Blood,Hematology
+52095,CD62,Blood,Hematology
+52120,Fitzgerld,Blood,Hematology
+52160,Prekallekrein,Blood,Hematology
+52178,SCT - Normalized Ratio,Blood,Hematology
+52187,Thrombin Time,Blood,Hematology
+52921,PT,Blood,Hematology
+52126,Heinz Aph,Blood,Hematology
+52190,Tissue Thromboplastin Inhibitor,Blood,Hematology
+51132,Absolute CD8 Count,Blood,Hematology
+51140,Antithrombin,Blood,Hematology
+51141,APT Test,Blood,Hematology
+51212,Fetal Hemoglobin,Blood,Hematology
+51214,"Fibrinogen, Functional",Blood,Hematology
+51235,Inhibitor Screen,Blood,Hematology
+52093,CD56 Absolute Count,Blood,Hematology
+52139,LE Prep,Blood,Hematology
+52210,LeftShf,Blood,Hematology
+51270,"Protein C, Antigen",Blood,Hematology
+52091,CD52,Blood,Hematology
+52111,Echinocytes,Blood,Hematology
+51202,Factor II,Blood,Hematology
+51234,Immunophenotyping,Blood,Hematology
+51255,Myelocytes,Blood,Hematology
+52086,Bleed Tm,Blood,Hematology
+52129,Hemoglobin Other,Blood,Hematology
+52200,PltDist,Blood,Hematology
+52206,RetFlg,Blood,Hematology
+51208,Factor X,Blood,Hematology
+51226,Hemogloblin A,Blood,Hematology
+52107,dRVVT - Confirmation,Blood,Hematology
+52136,Inhibitor,Blood,Hematology
+52786,Bleeding Time,Blood,Hematology
+51146,Basophils,Blood,Hematology
+51182,CD41,Blood,Hematology
+51260,Ovalocytes,Blood,Hematology
+51139,Anticardiolipin Antibody IgM,Blood,Hematology
+52116,Fibrinogen,Blood,Hematology
+52162,Protein S,Blood,Hematology
+52172,RDW-SD,Blood,Hematology
+52192,Trap Stain,Blood,Hematology
+51210,Factor XII,Blood,Hematology
+51240,Large Platelets,Blood,Hematology
+51249,MCHC,Blood,Hematology
+51258,Osmotic Fragility,Blood,Hematology
+51281,Reptilase Time Control,Blood,Hematology
+52068,24 Hr,Blood,Hematology
+52220,wbcp,Blood,Hematology
+51174,CD3 %,Blood,Hematology
+51176,"CD3 Cells, Percent",Blood,Hematology
+51269,Promyelocytes,Blood,Hematology
+52168,Pyruvate Kinase,Blood,Hematology
+51134,Acanthocytes,Blood,Hematology
+51215,FMC-7,Blood,Hematology
+51264,Platelet Clumps,Blood,Hematology
+51283,"Reticulocyte Count, Automated",Blood,Hematology
+52152,"Osmotic Fragility, Incubated",Blood,Hematology
+52948,Thrombin,Blood,Hematology
+51162,CD16/56 Absolute Count,Blood,Hematology
+51181,CD4/CD8 Ratio,Blood,Hematology
+51203,Factor IX,Blood,Hematology
+51253,Monocyte Count,Blood,Hematology
+52071,Absolute CD20 Count,Blood,Hematology
+52080,Asd,Blood,Hematology
+52201,PltScat,Blood,Hematology
+51158,CD14,Blood,Hematology
+51168,CD20,Blood,Hematology
+51237,INR(PT),Blood,Hematology
+51295,TdT,Blood,Hematology
+52081,ASD & NA-F,Blood,Hematology
+52108,dRVVT - Normalized Ratio,Blood,Hematology
+52150,Non-Specific Esterase,Blood,Hematology
+52171,RBC Morphology,Blood,Hematology
+51164,CD19,Blood,Hematology
+51170,CD20 Absolute Count,Blood,Hematology
+51231,Howell-Jolly Bodies,Blood,Hematology
+51278,Red Blood Cell Fragments,Blood,Hematology
+51299,Von Willebrand Factor Antigen,Blood,Hematology
+52094,CD61,Blood,Hematology
+52124,G6pd Spec,Blood,Hematology
+52185,TCR Gamma-Delta,Blood,Hematology
+52212,MonoFlg,Blood,Hematology
+52213,NRBCFlg,Blood,Hematology
+52858,Fibrin Degradation Products,Blood,Hematology
+51157,CD138,Blood,Hematology
+51171,CD22,Blood,Hematology
+51179,CD38,Blood,Hematology
+51133,Absolute Lymphocyte Count,Blood,Hematology
+51197,Elliptocytes,Blood,Hematology
+51211,Factor XIII,Blood,Hematology
+52164,PT Mean,Blood,Hematology
+52199,FragFlg,Blood,Hematology
+52218,IG Flg,Blood,Hematology
+52840,Factor IX,Blood,Hematology
+51136,Alpha Antiplasmin,Blood,Hematology
+51145,Basophilic Stippling,Blood,Hematology
+51195,Collagen,Blood,Hematology
+52087,CD15/56,Blood,Hematology
+52176,Rouleaux,Blood,Hematology
+52202,PltClmp,Blood,Hematology
+51183,CD45,Blood,Hematology
+51241,Leukocyte Alkaline Phosphatase,Blood,Hematology
+52085,Bleed Tm,Blood,Hematology
+52101,Cr,Blood,Hematology
+52109,dRVVT - Screen,Blood,Hematology
+52128,Hemoglobin H Inclusion,Blood,Hematology
+52141,Malaria Smear,Blood,Hematology
+52155,Periodic Acid Schiff Stain,Blood,Hematology
+52844,Factor VII,Blood,Hematology
+51185,CD5 %,Blood,Hematology
+51198,Envelope Cells,Blood,Hematology
+51222,Hemoglobin,Blood,Hematology
+51284,"Reticulocyte Count, Manual",Blood,Hematology
+52184,TCR Alpha-Beta,Blood,Hematology
+52193,Viii Ag,Blood,Hematology
+51243,Lupus Anticoagulant,Blood,Hematology
+51251,Metamyelocytes,Blood,Hematology
+51285,"Reticulocyte, Cellular Hemoglobin",Blood,Hematology
+52099,Clot Retraction,Blood,Hematology
+52132,HIT-Ab Numerical Result,Blood,Hematology
+52177,SCT - Confirmation,Blood,Hematology
+52838,Factor II,Blood,Hematology
+51131,Absolute CD4 Count,Blood,Hematology
+51262,Pencil Cells,Blood,Hematology
+51265,Platelet Count,Blood,Hematology
+52088,CD 1a,Blood,Hematology
+52089,CD30,Blood,Hematology
+52161,Problem Specimen,Blood,Hematology
+52207,TurbHbI,Blood,Hematology
+52842,Factor V,Blood,Hematology
+51207,Factor VIII Inhibitor,Blood,Hematology
+51221,Hematocrit,Blood,Hematology
+51223,Hemoglobin A2,Blood,Hematology
+51277,RDW,Blood,Hematology
+51287,Schistocytes,Blood,Hematology
+51292,Spherocytes,Blood,Hematology
+51298,Von Willebrand Factor Activity,Blood,Hematology
+52125,Glutathione,Blood,Hematology
+52157,Plasma Hemoglobin,Blood,Hematology
+52191,Tr- Acid,Blood,Hematology
+52214,AbnLymp,Blood,Hematology
+52846,Factor VIII,Blood,Hematology
+51130,Absolute CD3 Count,Blood,Hematology
+51271,"Protein C, Functional",Blood,Hematology
+51302,Young Cells,Blood,Hematology
+52069,Absolute Basophil Count,Blood,Hematology
+52122,Fsp,Blood,Hematology
+52148,NEUTY,Blood,Hematology
+52170, Rbc,Blood,Hematology
+52196,WAM Manual Diff,Blood,Hematology
+52851,Factor XI,Blood,Hematology
+52855,Factor XIII,Blood,Hematology
+51156,CD13,Blood,Hematology
+51175,CD3 Absolute Count,Blood,Hematology
+52097,Circ Ab,Blood,Hematology
+52106,Donath-l,Blood,Hematology
+52112,Euglobulin Lysis,Blood,Hematology
+52216,BlasFlg,Blood,Hematology
+51213,Fibrin Degradation Products,Blood,Hematology
+51257,Nucleated Red Cells,Blood,Hematology
+51300,WBC Count,Blood,Hematology
+52075,Absolute Neutrophil Count,Blood,Hematology
+52105,Direct Antiplatelet Antibodies,Blood,Hematology
+52123,"G6PD, Qualitative",Blood,Hematology
+52131,HIT-Ab Interpreted Result,Blood,Hematology
+52179,SCT - Screen,Blood,Hematology
+51137,Anisocytosis,Blood,Hematology
+51152,CD10,Blood,Hematology
+51200,Eosinophils,Blood,Hematology
+51266,Platelet Smear,Blood,Hematology
+52073,Absolute Eosinophil Count,Blood,Hematology
+52140,LS,Blood,Hematology
+52849,Factor X,Blood,Hematology
+51149,Bleeding Time,Blood,Hematology
+51236,Inpatient Hematology/Oncology Smear,Blood,Hematology
+51294,Target Cells,Blood,Hematology
+51296,Teardrop Cells,Blood,Hematology
+52175,Ristocetin Response,Blood,Hematology
+52197,WAM MANUAL DIFF 2,Blood,Hematology
+52198,ErytFlg,Blood,Hematology
+51144,Bands,Blood,Hematology
+51218,Granulocyte Count,Blood,Hematology
+51232,Hypersegmented Neutrophils,Blood,Hematology
+51238,Kappa,Blood,Hematology
+51239,Lambda,Blood,Hematology
+51256,Neutrophils,Blood,Hematology
+51297,Thrombin,Blood,Hematology
+52104,Cryoglob,Blood,Hematology
+52110,DSmear,Blood,Hematology
+52137,Inh Scr,Blood,Hematology
+52180,STA-CLOT,Blood,Hematology
+51166,CD19 Absolute Count,Blood,Hematology
+51191,CD64,Blood,Hematology
+51225,Hemoglobin F,Blood,Hematology
+51286,Ristocetin,Blood,Hematology
+51288,Sedimentation Rate,Blood,Hematology
+51172,CD23,Blood,Hematology
+51190,CD59,Blood,Hematology
+51247,MacroOvalocytes,Blood,Hematology
+52133,Hmwk,Blood,Hematology
+52158,Plasminogen,Blood,Hematology
+51165,CD19 %,Blood,Hematology
+51250,MCV,Blood,Hematology
+51274,PT,Blood,Hematology
+51293,Sugar Water Test,Blood,Hematology
+52078,Antithrombin III,Blood,Hematology
+52165,PTT Control,Blood,Hematology
+52166,PTT-LA,Blood,Hematology
+51220,Heinz Body Prep,Blood,Hematology
+51242,LUC,Blood,Hematology
+51263,Plasma Cells,Blood,Hematology
+51275,PTT,Blood,Hematology
+52119,Fitzgerld,Blood,Hematology
+52127,Helmet Cells,Blood,Hematology
+52183,Sulf Hgb,Blood,Hematology
+51204,Factor V,Blood,Hematology
+51219,H/O Smear,Blood,Hematology
+51261,Pappenheimer Bodies,Blood,Hematology
+52167,PTT mea,Blood,Hematology
+52889,Lupus Anticoagulant,Blood,Hematology
+52929,Reptilase Time,Blood,Hematology
+52070,Absolute CD19 Count,Blood,Hematology
+52114,Factor VIII Antigen,Blood,Hematology
+52117,"Fibrinogen, Immunologic",Blood,Hematology
+52209,EosFlg,Blood,Hematology
+52217,Bl/AbLy,Blood,Hematology
+51161,CD16,Blood,Hematology
+51209,Factor XI,Blood,Hematology
+51228,Heparin,Blood,Hematology
+52090,CD42,Blood,Hematology
+52149,NFletcher,Blood,Hematology
+52151,NRBC,Blood,Hematology
+52211,LymFlg,Blood,Hematology
+51159,CD15,Blood,Hematology
+51193,CD71,Blood,Hematology
+51216,Fragmented Cells,Blood,Hematology
+52079,ASA Tol,Blood,Hematology
+52143,Methemalb,Blood,Hematology
+52194,VIII-CIE,Blood,Hematology
+51148,Blasts,Blood,Hematology
+51192,CD7,Blood,Hematology
+51206,Factor VIII,Blood,Hematology
+51248,MCH,Blood,Hematology
+51282,"Reticulocyte Count, Absolute",Blood,Hematology
+51289,Serum Viscosity,Blood,Hematology
+51301,White Blood Cells,Blood,Hematology
+52074,Absolute Monocyte Count,Blood,Hematology
+52100,Clot Time,Blood,Hematology
+52142,Mean Platelet Volume,Blood,Hematology
+52923,PTT,Blood,Hematology
+51173,CD25,Blood,Hematology
+51194,"CD8 Cells, Percent",Blood,Hematology
+51246,Macrocytes,Blood,Hematology
+52076,Acid Phosphatase Stain,Blood,Hematology
+52121,Fletcher,Blood,Hematology
+52134,IG,Blood,Hematology
+52403,Bile,Stool,Hematology
+52406,Voided Specimen,Stool,Hematology
+52405,Prblm,Stool,Hematology
+52407,WBC,Stool,Hematology
+51460,"Blood, Occult",Stool,Hematology
+52404,Fat,Stool,Hematology
+51476,Epithelial Cells,Urine,Hematology
+52425,XUCU,Urine,Hematology
+52423,SKIP,Urine,Hematology
+52416,Myoglobin,Urine,Hematology
+51491,pH,Urine,Hematology
+51479,Granular Casts,Urine,Hematology
+51502,Trichomonas,Urine,Hematology
+52424,RFXUCU,Urine,Hematology
+52408,Bacturia,Urine,Hematology
+52419,Voided Specimen,Urine,Hematology
+51467,Broad Casts,Urine,Hematology
+51477,Free Fat,Urine,Hematology
+51483,Hyphenated Yeast,Urine,Hematology
+51501,Transitional Epithelial Cells,Urine,Hematology
+51503,Triple Phosphate Crystals,Urine,Hematology
+51511,Urine Fat Bodies,Urine,Hematology
+51474,Eosinophils,Urine,Hematology
+51462,Amorphous Crystals,Urine,Hematology
+51465,Bilirubin Crystals,Urine,Hematology
+51473,Cysteine Crystals,Urine,Hematology
+51509,Urine Comments,Urine,Hematology
+51514,Urobilinogen,Urine,Hematology
+51461,Ammonium Biurate,Urine,Hematology
+51478,Glucose,Urine,Hematology
+51485,Leucine Crystals,Urine,Hematology
+51496,"Reducing Substances, Urine",Urine,Hematology
+52426,UCU1,Urine,Hematology
+51510,"Urine Crystals, Other",Urine,Hematology
+51468,Calcium Carbonate Crystals,Urine,Hematology
+51463,Bacteria,Urine,Hematology
+51504,Tyrosine Crystals,Urine,Hematology
+52418,Problem Specimen,Urine,Hematology
+52422,RUN,Urine,Hematology
+51464,Bilirubin,Urine,Hematology
+51499,Sperm,Urine,Hematology
+52411,Hgb,Urine,Hematology
+51472,Cholesterol Crystals,Urine,Hematology
+51481,Hemosiderin,Urine,Hematology
+51512,Urine Mucous,Urine,Hematology
+52412,HPF,Urine,Hematology
+52413,Leuks,Urine,Hematology
+51508,Urine Color,Urine,Hematology
+51482,Hyaline Casts,Urine,Hematology
+51489,NonSquamous Epithelial Cell,Urine,Hematology
+52410,Fatty Casts,Urine,Hematology
+52409,Budding Yeast,Urine,Hematology
+51466,Blood,Urine,Hematology
+51488,Non-squamous Epithelial Cells,Urine,Hematology
+52427,UCU2,Urine,Hematology
+51487,Nitrite,Urine,Hematology
+51492,Protein,Urine,Hematology
+51500,Sulfonamides,Urine,Hematology
+51498,Specific Gravity,Urine,Hematology
+51490,Oval Fat Body,Urine,Hematology
+52414,LEUKS,Urine,Hematology
+51475,Epithelial Casts,Urine,Hematology
+51495,RBC Clumps,Urine,Hematology
+51497,Renal Epithelial Cells,Urine,Hematology
+51484,Ketone,Urine,Hematology
+51517,WBC Casts,Urine,Hematology
+51469,Calcium Oxalate Crystals,Urine,Hematology
+51493,RBC,Urine,Hematology
+51505,Uric Acid Crystals,Urine,Hematology
+51519,Yeast,Urine,Hematology
+51470,Calcium Phosphate Crystals,Urine,Hematology
+51506,Urine Appearance,Urine,Hematology
+52420,ZZDUMMY,Urine,Hematology
+52421,GATE,Urine,Hematology
+51471,Cellular Cast,Urine,Hematology
+51494,RBC Casts,Urine,Hematology
+52415,LPF,Urine,Hematology
+51513,Urine Specimen Type,Urine,Hematology
+51515,Waxy Casts,Urine,Hematology
+51507,"Urine Casts, Other",Urine,Hematology
+51516,WBC,Urine,Hematology
+51518,WBC Clumps,Urine,Hematology
+52417,Pku,Urine,Hematology
+51480,Hematocrit,Urine,Hematology
+51486,Leukocytes,Urine,Hematology
+51127,"RBC, Ascites",Ascites,Hematology
+51113,Blasts,Ascites,Hematology
+52054,Histiocyte,Ascites,Hematology
+52063,Polys#,Ascites,Hematology
+51119,Metamyelocytes,Ascites,Hematology
+51123,Other,Ascites,Hematology
+51117,Macrophage,Ascites,Hematology
+52067,Young#,Ascites,Hematology
+51116,Lymphocytes,Ascites,Hematology
+51125,Polys,Ascites,Hematology
+51110,Atypical Lymphocytes,Ascites,Hematology
+52062,Plasma#,Ascites,Hematology
+51118,Mesothelial Cell,Ascites,Hematology
+51111,Bands,Ascites,Hematology
+51120,Monocytes,Ascites,Hematology
+52066,Voided Specimen,Ascites,Hematology
+52065,"Total Nucleated Cells, Ascites",Ascites,Hematology
+52064,Promyelo#,Ascites,Hematology
+52052,Eos#,Ascites,Hematology
+52051,Blasts#,Ascites,Hematology
+52059,Monos#,Ascites,Hematology
+51126,Promyelocytes,Ascites,Hematology
+51115,"Hematocrit, Ascites",Ascites,Hematology
+51114,Eosinophils,Ascites,Hematology
+52055,Hyperseg,Ascites,Hematology
+52061,Nuc Rbcs#,Ascites,Hematology
+52053,Histio#,Ascites,Hematology
+52060,Myelos#,Ascites,Hematology
+52048,Atyps#,Ascites,Hematology
+52050,Basos#,Ascites,Hematology
+52057,Lymphs#,Ascites,Hematology
+51112,Basophils,Ascites,Hematology
+52058,Metas#,Ascites,Hematology
+52056,Hyperseg#,Ascites,Hematology
+51122,Nucleated RBC,Ascites,Hematology
+51129,Young,Ascites,Hematology
+51124,Plasma,Ascites,Hematology
+52049,Bands#,Ascites,Hematology
+51121,Myelocytes,Ascites,Hematology
+51448,Mesothelial Cells,Pleural,Hematology
+52375,Atyps#,Pleural,Hematology
+52388,Plasma#,Pleural,Hematology
+51453,Other,Pleural,Hematology
+52381,Histiocytes,Pleural,Hematology
+51454,Plasma Cells,Pleural,Hematology
+52384,Lymphs#,Pleural,Hematology
+52392,Voided Specimen,Pleural,Hematology
+51455,Polys,Pleural,Hematology
+52377,Basos#,Pleural,Hematology
+51449,Metamyelocytes,Pleural,Hematology
+51442,Basophils,Pleural,Hematology
+51440,Atypical Lymphocytes,Pleural,Hematology
+51444,Eosinophils,Pleural,Hematology
+52378,Blasts#,Pleural,Hematology
+51457,"RBC, Pleural",Pleural,Hematology
+51441,Bands,Pleural,Hematology
+51450,Monos,Pleural,Hematology
+51445,"Hematocrit, Pleural",Pleural,Hematology
+52387,Myelos#,Pleural,Hematology
+52390,Promyelocytes#,Pleural,Hematology
+51452,NRBC,Pleural,Hematology
+52379,Eos#,Pleural,Hematology
+52382,Hypersegmented  Neutrophils#,Pleural,Hematology
+52391,"Total Nucleated Cells, Pleural",Pleural,Hematology
+51443,Blasts,Pleural,Hematology
+51459,Young Cells,Pleural,Hematology
+52383,Hypersegmented Neutrophils,Pleural,Hematology
+52389,Polys#,Pleural,Hematology
+51456,Promyelocytes,Pleural,Hematology
+51446,Lymphocytes,Pleural,Hematology
+52393,Young#,Pleural,Hematology
+51447,Macrophages,Pleural,Hematology
+51451,Myelocytes,Pleural,Hematology
+52380,Histiocyte#,Pleural,Hematology
+52376,Bands#,Pleural,Hematology
+52385,Metas#,Pleural,Hematology
+53083,NRBC,Pleural,Hematology
+52386,Monos#,Pleural,Hematology
+51304,CD103,Bone Marrow,Hematology
+51322,CD38,Bone Marrow,Hematology
+52324,CD62,Bone Marrow,Hematology
+51320,CD33,Bone Marrow,Hematology
+52323,CD61,Bone Marrow,Hematology
+52331,TCR Alpha-Beta,Bone Marrow,Hematology
+51314,CD2,Bone Marrow,Hematology
+51316,CD22,Bone Marrow,Hematology
+51321,CD34,Bone Marrow,Hematology
+51331,CD64,Bone Marrow,Hematology
+52318,Asd&na-f,Bone Marrow,Hematology
+52320,CD30,Bone Marrow,Hematology
+51317,CD23,Bone Marrow,Hematology
+51335,FMC-7,Bone Marrow,Hematology
+52325,Chloroacetate Esterase,Bone Marrow,Hematology
+52317,Asd,Bone Marrow,Hematology
+51339,Iron Stain,Bone Marrow,Hematology
+52328,Periodic Schiff Stain,Bone Marrow,Hematology
+51307,CD13,Bone Marrow,Hematology
+51330,CD59,Bone Marrow,Hematology
+52955,CD10,Bone Marrow,Hematology
+52326,Naphthol Acetate Stain,Bone Marrow,Hematology
+51306,CD11c,Bone Marrow,Hematology
+51324,CD41,Bone Marrow,Hematology
+51308,CD138,Bone Marrow,Hematology
+51328,CD56,Bone Marrow,Hematology
+52333,Tr-acid,Bone Marrow,Hematology
+51309,CD14,Bone Marrow,Hematology
+51312,CD16/56,Bone Marrow,Hematology
+52319,CD 1a,Bone Marrow,Hematology
+52316,Acid Phosphatase Stain,Bone Marrow,Hematology
+52992,Iron Stain,Bone Marrow,Hematology
+51305,CD117,Bone Marrow,Hematology
+51318,CD25,Bone Marrow,Hematology
+51323,CD4,Bone Marrow,Hematology
+51336,Glyco A,Bone Marrow,Hematology
+51340,Kappa,Bone Marrow,Hematology
+51334,CD8,Bone Marrow,Hematology
+52322,CD52,Bone Marrow,Hematology
+52321,CD42,Bone Marrow,Hematology
+51311,CD16,Bone Marrow,Hematology
+51327,CD55,Bone Marrow,Hematology
+52335,TdT,Bone Marrow,Hematology
+52332,TCR Gamma-Delta,Bone Marrow,Hematology
+51337,HLA-DR,Bone Marrow,Hematology
+52334,Voided Specimen,Bone Marrow,Hematology
+51303,CD10,Bone Marrow,Hematology
+51333,CD71,Bone Marrow,Hematology
+51338,Immunophenotyping,Bone Marrow,Hematology
+51326,CD5,Bone Marrow,Hematology
+51342,Wright Giemsa,Bone Marrow,Hematology
+52330,Sudan Black Stain,Bone Marrow,Hematology
+51329,CD57,Bone Marrow,Hematology
+51319,CD3,Bone Marrow,Hematology
+51341,Lambda,Bone Marrow,Hematology
+51313,CD19,Bone Marrow,Hematology
+52329,Peroxidase Stain,Bone Marrow,Hematology
+51310,CD15,Bone Marrow,Hematology
+51315,CD20,Bone Marrow,Hematology
+51332,CD7,Bone Marrow,Hematology
+52327,Naphthol Butryrate,Bone Marrow,Hematology
+51325,CD45,Bone Marrow,Hematology
+52305,Myelocytes,Joint Fluid,Hematology
+52300,Hypersegmented Neutrophils #,Joint Fluid,Hematology
+52311,Promyelocytes,Joint Fluid,Hematology
+52295,Blasts#,Joint Fluid,Hematology
+51372,"Joint Crystals, Location",Joint Fluid,Hematology
+52302,Lymphs#,Joint Fluid,Hematology
+52314,Young,Joint Fluid,Hematology
+51366,Bands,Joint Fluid,Hematology
+51375,Lymphocytes,Joint Fluid,Hematology
+52297,Histio#,Joint Fluid,Hematology
+51369,"Hematocrit, Joint Fluid",Joint Fluid,Hematology
+51370,"Joint Crystals, Birefringence",Joint Fluid,Hematology
+52294,Blasts,Joint Fluid,Hematology
+52291,Atyps#,Joint Fluid,Hematology
+51380,NRBC,Joint Fluid,Hematology
+51383,"RBC, Joint Fluid",Joint Fluid,Hematology
+52315,Young#,Joint Fluid,Hematology
+51376,Macrophage,Joint Fluid,Hematology
+52304,Monos#,Joint Fluid,Hematology
+52312,"Total Nucleated Cells, Joint",Joint Fluid,Hematology
+51379,Monocytes,Joint Fluid,Hematology
+51365,Atypical Lymphocytes,Joint Fluid,Hematology
+51371,"Joint Crystals, Comment",Joint Fluid,Hematology
+52306,Myelos#,Joint Fluid,Hematology
+53012,NRBC,Joint Fluid,Hematology
+52298,Histiocyte,Joint Fluid,Hematology
+52301,Lining Cell,Joint Fluid,Hematology
+51377,Mesothelial Cells,Joint Fluid,Hematology
+52313,Voided Specimen,Joint Fluid,Hematology
+51367,Basophils,Joint Fluid,Hematology
+51378,Metamyelocytes,Joint Fluid,Hematology
+52299,Hypersegmented Neutrophils,Joint Fluid,Hematology
+52308,Plasma#,Joint Fluid,Hematology
+51374,"Joint Crystals, Shape",Joint Fluid,Hematology
+52296,Eos#,Joint Fluid,Hematology
+52310,Promyelo#,Joint Fluid,Hematology
+51373,"Joint Crystals, Number",Joint Fluid,Hematology
+52309,Polys#,Joint Fluid,Hematology
+51368,Eosinophils,Joint Fluid,Hematology
+52293,Basos#,Joint Fluid,Hematology
+51382,Polys,Joint Fluid,Hematology
+52307,Plasma,Joint Fluid,Hematology
+51381,Other,Joint Fluid,Hematology
+52292,Bands#,Joint Fluid,Hematology
+52303,Metas#,Joint Fluid,Hematology
+51393,CD138,Other Body Fluid,Hematology
+52372,Young#,Other Body Fluid,Hematology
+52367,TCR Alpha-Beta,Other Body Fluid,Hematology
+51391,CD11c,Other Body Fluid,Hematology
+51403,CD25,Other Body Fluid,Hematology
+51409,CD4/CD8 Ratio,Other Body Fluid,Hematology
+51396,CD16,Other Body Fluid,Hematology
+51389,CD103,Other Body Fluid,Hematology
+52339,Blasts,Other Body Fluid,Hematology
+51394,CD14,Other Body Fluid,Hematology
+51398,CD19,Other Body Fluid,Hematology
+51399,CD2,Other Body Fluid,Hematology
+51427,Lymphocytes,Other Body Fluid,Hematology
+52340,Blasts#,Other Body Fluid,Hematology
+52349,Chloroac,Other Body Fluid,Hematology
+51385,Atypical Lymphocytes,Other Body Fluid,Hematology
+52358,Lining Cell,Other Body Fluid,Hematology
+51432,Myelocytes,Other Body Fluid,Hematology
+51412,CD5,Other Body Fluid,Hematology
+51410,CD41,Other Body Fluid,Hematology
+52364,Plasma#,Other Body Fluid,Hematology
+51413,CD56,Other Body Fluid,Hematology
+51421,Glyco A,Other Body Fluid,Hematology
+52336,Atyps#,Other Body Fluid,Hematology
+52342,CD30,Other Body Fluid,Hematology
+52346,CD59,Other Body Fluid,Hematology
+52356,Hypersegmented Neutrophils#,Other Body Fluid,Hematology
+52360,Metamyelocytes#,Other Body Fluid,Hematology
+51436,Polys,Other Body Fluid,Hematology
+52350,Eos#,Other Body Fluid,Hematology
+52359,Lymphs#,Other Body Fluid,Hematology
+52371,Young,Other Body Fluid,Hematology
+52355,Hypersegmented Neutrophils,Other Body Fluid,Hematology
+52363,NRBC#,Other Body Fluid,Hematology
+52337,Bands#,Other Body Fluid,Hematology
+51430,Metamyelocytes,Other Body Fluid,Hematology
+52354,Histiocytes,Other Body Fluid,Hematology
+52370,Voided Specimen,Other Body Fluid,Hematology
+51408,CD4,Other Body Fluid,Hematology
+51422,"Hematocrit, Other Fluid",Other Body Fluid,Hematology
+51429,Mesothelial cells,Other Body Fluid,Hematology
+51434,Other Cell,Other Body Fluid,Hematology
+52353,Histiocyte#,Other Body Fluid,Hematology
+52365,Polys#,Other Body Fluid,Hematology
+51401,CD22,Other Body Fluid,Hematology
+51428,Macrophage,Other Body Fluid,Hematology
+51437,Promyelocytes,Other Body Fluid,Hematology
+51404,CD3,Other Body Fluid,Hematology
+51386,Bands,Other Body Fluid,Hematology
+51417,CD71,Other Body Fluid,Hematology
+51424,Immunophenotyping,Other Body Fluid,Hematology
+51426,Lambda,Other Body Fluid,Hematology
+52351,Fetal Hgb,Other Body Fluid,Hematology
+51397,CD16/56,Other Body Fluid,Hematology
+52373,TdT,Other Body Fluid,Hematology
+51388,CD10,Other Body Fluid,Hematology
+51402,CD23,Other Body Fluid,Hematology
+51418,CD8,Other Body Fluid,Hematology
+51400,CD20,Other Body Fluid,Hematology
+51405,CD33,Other Body Fluid,Hematology
+52345,CD55,Other Body Fluid,Hematology
+51416,CD7,Other Body Fluid,Hematology
+51420,FMC-7,Other Body Fluid,Hematology
+51387,Basophils,Other Body Fluid,Hematology
+51423,HLA-DR,Other Body Fluid,Hematology
+52361,Monos#,Other Body Fluid,Hematology
+51407,CD38,Other Body Fluid,Hematology
+51415,CD64,Other Body Fluid,Hematology
+51395,CD15,Other Body Fluid,Hematology
+52366,Promyelocyte#,Other Body Fluid,Hematology
+51425,Kappa,Other Body Fluid,Hematology
+52338,Basos#,Other Body Fluid,Hematology
+52344,CD52,Other Body Fluid,Hematology
+52347,CD61,Other Body Fluid,Hematology
+51390,CD117,Other Body Fluid,Hematology
+51392,CD13,Other Body Fluid,Hematology
+52348,CD62,Other Body Fluid,Hematology
+51414,CD57,Other Body Fluid,Hematology
+51433,NRBC,Other Body Fluid,Hematology
+51438,"RBC, Other Fluid",Other Body Fluid,Hematology
+52362,Myelos#,Other Body Fluid,Hematology
+51435,Plasma,Other Body Fluid,Hematology
+52368,TCR Gamma-Delta,Other Body Fluid,Hematology
+51411,CD45,Other Body Fluid,Hematology
+51419,Eosinophils,Other Body Fluid,Hematology
+52357,Iron,Other Body Fluid,Hematology
+52369,"Total Nucleated Cells, Other",Other Body Fluid,Hematology
+52374,,Other Body Fluid,Hematology
+51431,Monos,Other Body Fluid,Hematology
+52343,CD42,Other Body Fluid,Hematology
+52352,FETAL LUNG MATURITY - LBC,Other Body Fluid,Hematology
+51406,CD34,Other Body Fluid,Hematology
+52341,CD 1a,Other Body Fluid,Hematology
+52224,Bands#,Cerebrospinal Fluid,Hematology
+52274,Myelocytes,Cerebrospinal Fluid,Hematology
+52228,Blasts#,Cerebrospinal Fluid,Hematology
+52241,Delete,Cerebrospinal Fluid,Hematology
+52283,Promyelocytes,Cerebrospinal Fluid,Hematology
+52289,Young#,Cerebrospinal Fluid,Hematology
+52248,Delete,Cerebrospinal Fluid,Hematology
+52258,Histiocyte,Cerebrospinal Fluid,Hematology
+52282,Polys#,Cerebrospinal Fluid,Hematology
+52244,Delete,Cerebrospinal Fluid,Hematology
+52271,Metas#,Cerebrospinal Fluid,Hematology
+52226,Basos#,Cerebrospinal Fluid,Hematology
+52240,Delete,Cerebrospinal Fluid,Hematology
+52269,Mesothelial cells #,Cerebrospinal Fluid,Hematology
+52222,Atyps#,Cerebrospinal Fluid,Hematology
+52239,Delete,Cerebrospinal Fluid,Hematology
+52242,Delete,Cerebrospinal Fluid,Hematology
+52279,Plasma,Cerebrospinal Fluid,Hematology
+52284,Promyelocytes#,Cerebrospinal Fluid,Hematology
+52237,Delete,Cerebrospinal Fluid,Hematology
+52288,Young,Cerebrospinal Fluid,Hematology
+52223,Bands,Cerebrospinal Fluid,Hematology
+52227,Blasts,Cerebrospinal Fluid,Hematology
+52254,Delete,Cerebrospinal Fluid,Hematology
+52277,NRBC#,Cerebrospinal Fluid,Hematology
+52225,Basophils,Cerebrospinal Fluid,Hematology
+52238,Delete,Cerebrospinal Fluid,Hematology
+52270,Metamyelocytes,Cerebrospinal Fluid,Hematology
+52261,Hypersegmented Neutrophils #,Cerebrospinal Fluid,Hematology
+52263,Lining Cell,Cerebrospinal Fluid,Hematology
+52276,NRBC,Cerebrospinal Fluid,Hematology
+52257,"Hematocrit, CSF",Cerebrospinal Fluid,Hematology
+52260,Hypersegmented Neutrophils,Cerebrospinal Fluid,Hematology
+52268,Mesothelial cells,Cerebrospinal Fluid,Hematology
+52247,Delete,Cerebrospinal Fluid,Hematology
+52278,Other,Cerebrospinal Fluid,Hematology
+52233,Delete,Cerebrospinal Fluid,Hematology
+52236,Delete,Cerebrospinal Fluid,Hematology
+52285,"RBC, CSF",Cerebrospinal Fluid,Hematology
+52229,Delete,Cerebrospinal Fluid,Hematology
+52267,Macrophage#,Cerebrospinal Fluid,Hematology
+52255,Eos#,Cerebrospinal Fluid,Hematology
+52273,Monos#,Cerebrospinal Fluid,Hematology
+52280,Plasma#,Cerebrospinal Fluid,Hematology
+52221,Atypical Lymphocytes,Cerebrospinal Fluid,Hematology
+52234,Delete,Cerebrospinal Fluid,Hematology
+52287,Voided Specimen,Cerebrospinal Fluid,Hematology
+52272,Monocytes,Cerebrospinal Fluid,Hematology
+52243,Delete,Cerebrospinal Fluid,Hematology
+52250,Delete,Cerebrospinal Fluid,Hematology
+52286,"Total Nucleated Cells, CSF",Cerebrospinal Fluid,Hematology
+52235,Delete,Cerebrospinal Fluid,Hematology
+52246,Delete,Cerebrospinal Fluid,Hematology
+52231,Delete,Cerebrospinal Fluid,Hematology
+52264,Lymphs,Cerebrospinal Fluid,Hematology
+52252,Delete,Cerebrospinal Fluid,Hematology
+52230,Delete,Cerebrospinal Fluid,Hematology
+52232,Delete,Cerebrospinal Fluid,Hematology
+52245,Delete,Cerebrospinal Fluid,Hematology
+52253,Delete,Cerebrospinal Fluid,Hematology
+52256,Eosinophils,Cerebrospinal Fluid,Hematology
+52281,Polys,Cerebrospinal Fluid,Hematology
+52249,Delete,Cerebrospinal Fluid,Hematology
+52251,Delete,Cerebrospinal Fluid,Hematology
+52266,Macrophage,Cerebrospinal Fluid,Hematology
+52262,Immunophenotyping,Cerebrospinal Fluid,Hematology
+52265,Lymphs#,Cerebrospinal Fluid,Hematology

data/mimic-iv-clinical-database-demo/hosp/drgcodes.csv

@@ -0,0 +1,455 @@
+subject_id,hadm_id,drg_type,drg_code,description,drg_severity,drg_mortality
+10004235,22187210,HCFA,864,FEVER,,
+10026255,22059910,HCFA,180,RESPIRATORY NEOPLASMS W MCC,,
+10032725,20611640,HCFA,054,NERVOUS SYSTEM NEOPLASMS W MCC,,
+10005866,21636229,HCFA,393,OTHER DIGESTIVE SYSTEM DIAGNOSES W MCC,,
+10008454,20291550,HCFA,956,"LIMB REATTACHMENT, HIP & FEMUR PROC FOR MULTIPLE SIGNIFICANT TRAUMA",,
+10035631,24912093,HCFA,839,CHEMO W ACUTE LEUKEMIA AS SDX W/O CC/MCC,,
+10005866,23514107,HCFA,388,G.I. OBSTRUCTION W MCC,,
+10035631,21476294,HCFA,840,LYMPHOMA & NON-ACUTE LEUKEMIA W MCC,,
+10018081,28861356,HCFA,345,MINOR SMALL & LARGE BOWEL PROCEDURES W CC,,
+10015272,27993466,HCFA,176,PULMONARY EMBOLISM W/O MCC,,
+10004457,28108313,HCFA,039,EXTRACRANIAL PROCEDURES W/O CC/MCC,,
+10037928,20192635,HCFA,918,POISONING & TOXIC EFFECTS OF DRUGS W/O MCC,,
+10023117,29839885,HCFA,227,CARDIAC DEFIBRILLATOR IMPLANT W/O CARDIAC CATH W/O MCC,,
+10005348,25239799,HCFA,217,CARDIAC VALVE & OTH MAJ CARDIOTHORACIC PROC W CARD CATH W CC,,
+10020187,24104168,HCFA,022,INTRACRANIAL VASCULAR PROCEDURES W PDX HEMORRHAGE W/O CC/MCC,,
+10016742,28506150,HCFA,939,O.R. PROC W DIAGNOSES OF OTHER CONTACT W HEALTH SERVICES W MCC,,
+10019385,20611796,HCFA,303,ATHEROSCLEROSIS W/O MCC,,
+10010867,22196214,HCFA,188,PLEURAL EFFUSION W/O CC/MCC,,
+10039831,26924951,HCFA,821,LYMPHOMA & LEUKEMIA W MAJOR O.R. PROCEDURE W CC,,
+10015860,20854119,HCFA,628,"OTHER ENDOCRINE, NUTRIT & METAB O.R. PROC W MCC",,
+10015860,22413744,HCFA,872,SEPTICEMIA OR SEVERE SEPSIS W/O MV >96 HOURS W/O MCC,,
+10014354,26486158,HCFA,846,CHEMOTHERAPY W/O ACUTE LEUKEMIA AS SECONDARY DIAGNOSIS W MCC,,
+10014354,24357615,HCFA,392,"ESOPHAGITIS, GASTROENT & MISC DIGEST DISORDERS W/O MCC",,
+10020740,25826145,HCFA,418,LAPAROSCOPIC CHOLECYSTECTOMY W/O C.D.E. W CC,,
+10019003,21457723,HCFA,809,MAJOR HEMATOL/IMMUN DIAG EXC SICKLE CELL CRISIS & COAGUL W CC,,
+10003046,26048429,HCFA,327,"STOMACH, ESOPHAGEAL & DUODENAL PROC W CC",,
+10002930,28301173,HCFA,885,PSYCHOSES,,
+10004457,28723315,HCFA,307,CARDIAC CONGENITAL & VALVULAR DISORDERS W/O MCC,,
+10019172,21540783,HCFA,988,NON-EXTENSIVE O.R. PROC UNRELATED TO PRINCIPAL DIAGNOSIS W CC,,
+10015931,28157142,HCFA,266,ENDOVASCULAR CARDIAC VALVE REPLACEMENT W MCC,,
+10039708,28258130,HCFA,802,OTHER O.R. PROC OF THE BLOOD & BLOOD FORMING ORGANS W MCC,,
+10010867,22950920,HCFA,458,SPINAL FUS EXC CERV W SPINAL CURV/MALIG/INFEC OR EXT FUS W/O CC/MCC,,
+10022880,27708593,HCFA,460,SPINAL FUSION EXCEPT CERVICAL W/O MCC,,
+10003400,29483621,HCFA,374,DIGESTIVE MALIGNANCY W MCC,,
+10003400,27296885,HCFA,071,NONSPECIFIC CEREBROVASCULAR DISORDERS W CC,,
+10023117,28872262,HCFA,261,CARDIAC PACEMAKER REVISION EXCEPT DEVICE REPLACEMENT W CC,,
+10014354,29780751,HCFA,866,VIRAL ILLNESS W/O MCC,,
+10012853,22539296,HCFA,684,RENAL FAILURE W/O CC/MCC,,
+10035631,20385771,HCFA,014,ALLOGENEIC BONE MARROW TRANSPLANT,,
+10015860,28236161,HCFA,571,SKIN DEBRIDEMENT W CC,,
+10040025,25384176,HCFA,293,HEART FAILURE & SHOCK W/O CC/MCC,,
+10012853,27882036,HCFA,299,PERIPHERAL VASCULAR DISORDERS W MCC,,
+10037928,24225421,HCFA,155,"OTHER EAR, NOSE, MOUTH & THROAT DIAGNOSES W CC",,
+10021487,26321862,HCFA,443,"DISORDERS OF LIVER EXCEPT MALIG,CIRR,ALC HEPA W/O CC/MCC",,
+10005909,20199380,HCFA,271,OTHER MAJOR CARDIOVASCULAR PROCEDURES W CC,,
+10019568,28710730,HCFA,184,MAJOR CHEST TRAUMA W CC,,
+10023239,29295881,HCFA,919,COMPLICATIONS OF TREATMENT W MCC,,
+10002495,24982426,HCFA,270,OTHER MAJOR CARDIOVASCULAR PROCEDURES W MCC,,
+10014729,28889419,HCFA,908,OTHER O.R. PROCEDURES FOR INJURIES W CC,,
+10014354,29600294,HCFA,202,BRONCHITIS & ASTHMA W CC/MCC,,
+10019003,28003918,HCFA,743,UTERINE & ADNEXA PROC FOR NON-MALIGNANCY W/O CC/MCC,,
+10004457,23251352,HCFA,221,CARDIAC VALVE & OTH MAJ CARDIOTHORACIC PROC W/O CARD CATH W/O CC/MCC,,
+10015860,28196804,HCFA,252,OTHER VASCULAR PROCEDURES W MCC,,
+10016810,20973395,HCFA,331,MAJOR SMALL & LARGE BOWEL PROCEDURES W/O CC/MCC,,
+10003400,20214994,HCFA,329,MAJOR SMALL & LARGE BOWEL PROCEDURES W MCC,,
+10014354,24980601,HCFA,880,ACUTE ADJUSTMENT REACTION & PSYCHOSOCIAL DYSFUNCTION,,
+10026255,20437651,HCFA,199,PNEUMOTHORAX W MCC,,
+10035631,29462354,HCFA,834,ACUTE LEUKEMIA W/O MAJOR O.R. PROCEDURE W MCC,,
+10015860,20790339,HCFA,854,INFECTIOUS & PARASITIC DISEASES W O.R. PROCEDURE W CC,,
+10032725,25177949,HCFA,477,BIOPSIES OF MUSCULOSKELETAL SYSTEM & CONNECTIVE TISSUE W MCC,,
+10040025,25172300,HCFA,603,CELLULITIS W/O MCC,,
+10002930,23688993,HCFA,881,DEPRESSIVE NEUROSES,,
+10013049,22675517,HCFA,230,OTHER CARDIOTHORACIC PROCEDURES W/O CC/MCC,,
+10006580,24159665,HCFA,983,EXTENSIVE O.R. PROCEDURE UNRELATED TO PRINCIPAL DIAGNOSIS W/O CC/MCC,,
+10019003,27525946,HCFA,326,"STOMACH, ESOPHAGEAL & DUODENAL PROC W MCC",,
+10007795,20285402,HCFA,372,MAJOR GASTROINTESTINAL DISORDERS & PERITONEAL INFECTIONS W CC,,
+10002930,22733922,HCFA,896,ALCOHOL/DRUG ABUSE OR DEPENDENCE W/O REHABILITATION THERAPY W MCC,,
+10026354,24547356,HCFA,131,CRANIAL/FACIAL PROCEDURES W CC/MCC,,
+10014078,25809882,HCFA,100,SEIZURES W MCC,,
+10005866,26134779,HCFA,389,G.I. OBSTRUCTION W CC,,
+10002930,25696644,HCFA,644,ENDOCRINE DISORDERS W CC,,
+10014354,29757856,HCFA,381,COMPLICATED PEPTIC ULCER W CC,,
+10037928,24885579,HCFA,395,OTHER DIGESTIVE SYSTEM DIAGNOSES W/O CC/MCC,,
+10038999,29026789,HCFA,494,"LOWER EXTREM & HUMER PROC EXCEPT HIP,FOOT,FEMUR W/O CC/MCC",,
+10035631,21599196,HCFA,838,CHEMO W ACUTE LEUKEMIA AS SDX W CC OR HIGH DOSE CHEMO AGENT,,
+10002930,25922998,HCFA,897,ALCOHOL/DRUG ABUSE OR DEPENDENCE W/O REHABILITATION THERAPY W/O MCC,,
+10005866,27167814,HCFA,335,PERITONEAL ADHESIOLYSIS W MCC,,
+10005866,20364112,HCFA,356,OTHER DIGESTIVE SYSTEM O.R. PROCEDURES W MCC,,
+10003400,22390287,HCFA,375,DIGESTIVE MALIGNANCY W CC,,
+10022281,29642388,HCFA,301,PERIPHERAL VASCULAR DISORDERS W/O CC/MCC,,
+10021666,22756440,HCFA,085,"TRAUMATIC STUPOR & COMA, COMA <1 HR W MCC",,
+10005866,26158160,HCFA,353,HERNIA PROCEDURES EXCEPT INGUINAL & FEMORAL W MCC,,
+10018501,28479513,HCFA,086,"TRAUMATIC STUPOR & COMA, COMA <1 HR W CC",,
+10026406,25260176,HCFA,894,"ALCOHOL/DRUG ABUSE OR DEPENDENCE, LEFT AMA",,
+10005866,26158160,APR,228,"INGUINAL, FEMORAL & UMBILICAL HERNIA PROCEDURES",3,1
+10010867,22196214,APR,143,"OTHER RESPIRATORY DIAGNOSES EXCEPT SIGNS, SYMPTOMS & MINOR DIAGNOSES",2,1
+10002930,23688993,APR,754,DEPRESSION EXCEPT MAJOR DEPRESSIVE DISORDER,2,1
+10026406,25260176,APR,770,"DRUG & ALCOHOL ABUSE OR DEPENDENCE, LEFT AGAINST MEDICAL ADVICE",2,1
+10038999,29026789,APR,313,KNEE & LOWER LEG PROCEDURES EXCEPT FOOT,1,1
+10019003,28003918,APR,513,UTERINE & ADNEXA PROCEDURES FOR NON-MALIGNANCY EXCEPT LEIOMYOMA,2,1
+10007795,22051341,APR,422,HYPOVOLEMIA & RELATED ELECTROLYTE DISORDERS,1,1
+10004235,22187210,APR,722,FEVER,2,1
+10023239,29295881,APR,813,OTHER COMPLICATIONS OF TREATMENT,2,1
+10002930,28301173,APR,751,MAJOR DEPRESSIVE DISORDERS & OTHER/UNSPECIFIED PSYCHOSES,1,1
+10002930,25922998,APR,773,OPIOID ABUSE & DEPENDENCE,2,1
+10019385,20611796,APR,198,ANGINA PECTORIS & CORONARY ATHEROSCLEROSIS,1,1
+10039708,20572787,APR,421,"MALNUTRITION, FAILURE TO THRIVE & OTHER NUTRITIONAL DISORDERS",2,1
+10015860,28236161,APR,380,SKIN ULCERS,2,1
+10004457,28723315,APR,200,CARDIAC STRUCTURAL & VALVULAR DISORDERS,2,1
+10002930,22733922,APR,774,COCAINE ABUSE & DEPENDENCE,3,1
+10039831,26924951,APR,680,MAJOR O.R. PROCEDURES FOR LYMPHATIC/HEMATOPOIETIC/OTHER NEOPLASMS,2,1
+10018328,26706939,APR,204,SYNCOPE & COLLAPSE,3,2
+10002930,25696644,APR,424,OTHER ENDOCRINE DISORDERS,1,2
+10014354,29780751,APR,723,VIRAL ILLNESS,3,2
+10021938,27154822,APR,425,OTHER NON-HYPOVOLEMIC ELECTROLYTE DISORDERS,3,2
+10015860,28196804,APR,182,OTHER PERIPHERAL VASCULAR PROCEDURES,2,2
+10029484,20764029,APR,249,"OTHER GASTROENTERITIS, NAUSEA & VOMITING",3,2
+10014354,22741225,APR,058,OTHER DISORDERS OF NERVOUS SYSTEM,2,2
+10016150,29374560,APR,192,CARDIAC CATHETERIZATION FOR OTHER NON-CORONARY CONDITIONS,2,2
+10040025,25933959,APR,364,"OTHER SKIN, SUBCUTANEOUS TISSUE & RELATED PROCEDURES",2,2
+10023117,29839885,APR,161,CARDIAC DEFIBRILLATOR & HEART ASSIST IMPLANT,1,2
+10020740,25826145,APR,263,CHOLECYSTECTOMY,3,2
+10018081,28861356,APR,223,OTHER SMALL & LARGE BOWEL PROCEDURES,2,2
+10035631,21599196,APR,681,OTHER O.R. PROCEDURES FOR LYMPHATIC/HEMATOPOIETIC/OTHER NEOPLASMS,3,2
+10003400,26090619,APR,468,"OTHER KIDNEY & URINARY TRACT DIAGNOSES, SIGNS & SYMPTOMS",1,2
+10014354,24980601,APR,756,ACUTE ANXIETY & DELIRIUM STATES,3,2
+10005348,25239799,APR,162,CARDIAC VALVE PROCEDURES W AMI OR COMPLEX PDX,3,2
+10014729,28889419,APR,169,MAJOR ABDOMINAL VASCULAR PROCEDURES,2,3
+10014354,26228185,APR,469,ACUTE KIDNEY INJURY,3,3
+10037928,24225421,APR,115,"OTHER EAR, NOSE, MOUTH,THROAT & CRANIAL/FACIAL DIAGNOSES",3,3
+10015272,27993466,APR,134,PULMONARY EMBOLISM,3,3
+10005866,20364112,APR,222,"OTHER STOMACH, ESOPHAGEAL & DUODENAL PROCEDURES",3,3
+10015860,25103777,APR,466,"MALFUNCTION, REACTION, COMPLIC OF GENITOURINARY DEVICE OR PROC",4,3
+10024043,24717014,APR,042,DEGENERATIVE NERVOUS SYSTEM DISORDERS EXC MULT SCLEROSIS,3,3
+10032725,25177949,APR,309,OTHER SIGNIFICANT HIP & FEMUR SURGERY,3,3
+10037928,20192635,APR,812,POISONING OF MEDICINAL AGENTS,3,3
+10037861,24256866,APR,191,CARDIAC CATHETERIZATION FOR CORONARY ARTERY DISEASE,3,3
+10040025,27876215,APR,244,DIVERTICULITIS & DIVERTICULOSIS,3,3
+10005866,27167814,APR,224,PERITONEAL ADHESIOLYSIS,3,3
+10040025,25172300,APR,383,CELLULITIS & OTHER SKIN INFECTIONS,3,3
+10019003,21457723,APR,660,MAJOR HEMATOLOGIC/IMMUNOLOGIC DIAG EXC SICKLE CELL CRISIS & COAGUL,3,3
+10015860,20854119,APR,320,OTHER MUSCULOSKELETAL SYSTEM & CONNECTIVE TISSUE PROCEDURES,3,3
+10019003,26529390,APR,663,OTHER ANEMIA & DISORDERS OF BLOOD & BLOOD-FORMING ORGANS,4,4
+10021487,28998349,APR,911,EXTENSIVE ABDOMINAL/THORACIC PROCEDURES FOR MULT SIGNIFICANT TRAUMA,4,4
+10023117,21133938,APR,196,CARDIAC ARREST & SHOCK,4,4
+10040025,21791856,APR,140,CHRONIC OBSTRUCTIVE PULMONARY DISEASE,4,4
+10038992,22797747,APR,137,MAJOR RESPIRATORY INFECTIONS & INFLAMMATIONS,4,4
+10014078,25809882,APR,053,SEIZURE,2,4
+10016742,28506150,APR,850,"PROCEDURE W DIAG OF REHAB, AFTERCARE OR OTH CONTACT W HEALTH SERVICE",4,4
+10032725,20611640,APR,041,NERVOUS SYSTEM MALIGNANCY,4,4
+10026255,22059910,APR,136,RESPIRATORY MALIGNANCY,4,4
+10027602,28166872,HCFA,020,INTRACRANIAL VASCULAR PROCEDURES W PDX HEMORRHAGE W MCC,,
+10018845,21101111,APR,020,CRANIOTOMY FOR TRAUMA,1,2
+10037861,24540843,APR,020,CRANIOTOMY FOR TRAUMA,4,4
+10027602,21477991,APR,021,CRANIOTOMY EXCEPT FOR TRAUMA,2,1
+10008287,22168393,APR,021,CRANIOTOMY EXCEPT FOR TRAUMA,1,1
+10039997,24294180,APR,021,CRANIOTOMY EXCEPT FOR TRAUMA,2,1
+10001217,27703517,APR,021,CRANIOTOMY EXCEPT FOR TRAUMA,3,2
+10025463,24470193,APR,021,CRANIOTOMY EXCEPT FOR TRAUMA,2,3
+10001217,24597018,APR,021,CRANIOTOMY EXCEPT FOR TRAUMA,3,4
+10027602,28166872,APR,021,CRANIOTOMY EXCEPT FOR TRAUMA,4,4
+10001217,24597018,HCFA,023,CRANIO W MAJOR DEV IMPL/ACUTE COMPLEX CNS PDX W MCC OR CHEMO IMPLANT,,
+10001217,27703517,HCFA,023,CRANIO W MAJOR DEV IMPL/ACUTE COMPLEX CNS PDX W MCC OR CHEMO IMPLANT,,
+10025463,24470193,HCFA,024,CRANIO W MAJOR DEV IMPL/ACUTE COMPLEX CNS PDX W/O MCC,,
+10004457,28108313,APR,024,EXTRACRANIAL VASCULAR PROCEDURES,2,1
+10020187,24104168,APR,024,EXTRACRANIAL VASCULAR PROCEDURES,1,1
+10020187,26842957,APR,024,EXTRACRANIAL VASCULAR PROCEDURES,2,1
+10018328,23786647,APR,024,EXTRACRANIAL VASCULAR PROCEDURES,2,2
+10037861,24540843,HCFA,025,CRANIOTOMY & ENDOVASCULAR INTRACRANIAL PROCEDURES W MCC,,
+10018328,23786647,HCFA,025,CRANIOTOMY & ENDOVASCULAR INTRACRANIAL PROCEDURES W MCC,,
+10020187,26842957,HCFA,026,CRANIOTOMY & ENDOVASCULAR INTRACRANIAL PROCEDURES W CC,,
+10027602,21477991,HCFA,026,CRANIOTOMY & ENDOVASCULAR INTRACRANIAL PROCEDURES W CC,,
+10018845,21101111,HCFA,026,CRANIOTOMY & ENDOVASCULAR INTRACRANIAL PROCEDURES W CC,,
+10039997,24294180,HCFA,027,CRANIOTOMY & ENDOVASCULAR INTRACRANIAL PROCEDURES W/O CC/MCC,,
+10008287,22168393,HCFA,027,CRANIOTOMY & ENDOVASCULAR INTRACRANIAL PROCEDURES W/O CC/MCC,,
+10017492,27672872,APR,045,CVA & PRECEREBRAL OCCLUSION W INFARCT,2,2
+10039997,22484749,APR,045,CVA & PRECEREBRAL OCCLUSION W INFARCT,2,2
+10021938,23112364,APR,052,ALTERATION IN CONSCIOUSNESS,3,2
+10003400,27296885,APR,052,ALTERATION IN CONSCIOUSNESS,3,2
+10004733,27411876,APR,052,ALTERATION IN CONSCIOUSNESS,4,4
+10018501,28479513,APR,055,HEAD TRAUMA W COMA >1 HR OR HEMORRHAGE,2,1
+10021666,22756440,APR,055,HEAD TRAUMA W COMA >1 HR OR HEMORRHAGE,4,4
+10014354,22741225,HCFA,057,DEGENERATIVE NERVOUS SYSTEM DISORDERS W/O MCC,,
+10024043,24717014,HCFA,057,DEGENERATIVE NERVOUS SYSTEM DISORDERS W/O MCC,,
+10017492,27672872,HCFA,065,INTRACRANIAL HEMORRHAGE OR CEREBRAL INFARCTION W CC,,
+10039997,22484749,HCFA,065,INTRACRANIAL HEMORRHAGE OR CEREBRAL INFARCTION W CC OR TPA IN 24 HRS,,
+10004733,27411876,HCFA,070,NONSPECIFIC CEREBROVASCULAR DISORDERS W MCC,,
+10021938,23112364,HCFA,070,NONSPECIFIC CEREBROVASCULAR DISORDERS W MCC,,
+10025612,23403708,APR,120,MAJOR RESPIRATORY & CHEST PROCEDURES,2,1
+10005348,29496232,APR,120,MAJOR RESPIRATORY & CHEST PROCEDURES,3,2
+10021312,25020332,APR,121,OTHER RESPIRATORY & CHEST PROCEDURES,1,1
+10021312,28829452,APR,121,OTHER RESPIRATORY & CHEST PROCEDURES,2,2
+10005817,28661809,APR,130,RESPIRATORY SYSTEM DIAGNOSIS W VENTILATOR SUPPORT 96+ HOURS,3,3
+10038999,27189241,APR,130,RESPIRATORY SYSTEM DIAGNOSIS W VENTILATOR SUPPORT 96+ HOURS,4,4
+10029291,22205327,APR,130,RESPIRATORY SYSTEM DIAGNOSIS W VENTILATOR SUPPORT 96+ HOURS,4,4
+10016742,29281842,APR,130,RESPIRATORY SYSTEM DIAGNOSIS W VENTILATOR SUPPORT 96+ HOURS,4,4
+10035631,29276678,APR,130,RESPIRATORY SYSTEM DIAGNOSIS W VENTILATOR SUPPORT 96+ HOURS,4,4
+10016742,27568122,APR,133,RESPIRATORY FAILURE,3,3
+10019003,26703331,APR,133,RESPIRATORY FAILURE,3,3
+10002428,20321825,APR,133,RESPIRATORY FAILURE,3,3
+10027445,26275841,APR,133,RESPIRATORY FAILURE,4,3
+10019568,28710730,APR,135,MAJOR CHEST & RESPIRATORY TRAUMA,2,1
+10026255,20437651,APR,135,MAJOR CHEST & RESPIRATORY TRAUMA,3,2
+10020640,27984218,APR,139,OTHER PNEUMONIA,3,3
+10037928,22326517,APR,139,OTHER PNEUMONIA,3,3
+10014354,27487226,APR,139,OTHER PNEUMONIA,4,4
+10014354,29600294,APR,144,"RESPIRATORY SIGNS, SYMPTOMS & MINOR DIAGNOSES",3,2
+10035631,27496788,APR,144,"RESPIRATORY SIGNS, SYMPTOMS & MINOR DIAGNOSES",4,3
+10019003,25508812,APR,144,"RESPIRATORY SIGNS, SYMPTOMS & MINOR DIAGNOSES",3,3
+10021312,28829452,HCFA,163,MAJOR CHEST PROCEDURES W MCC,,
+10009035,28324362,APR,163,CARDIAC VALVE PROCEDURES W/O AMI OR COMPLEX PDX,1,1
+10019172,24997044,APR,163,CARDIAC VALVE PROCEDURES W/O AMI OR COMPLEX PDX,2,2
+10004457,23251352,APR,163,CARDIAC VALVE PROCEDURES W/O AMI OR COMPLEX PDX,2,2
+10038992,24745425,APR,163,CARDIAC VALVE PROCEDURES W/O AMI OR COMPLEX PDX,3,3
+10025612,23403708,HCFA,164,MAJOR CHEST PROCEDURES W CC,,
+10005348,29496232,HCFA,164,MAJOR CHEST PROCEDURES W CC,,
+10021312,25020332,HCFA,165,MAJOR CHEST PROCEDURES W/O CC/MCC,,
+10018423,29366372,APR,165,CORONARY BYPASS W AMI OR COMPLEX PDX,2,1
+10004422,21255400,APR,165,CORONARY BYPASS W AMI OR COMPLEX PDX,3,2
+10035631,27496788,HCFA,166,OTHER RESP SYSTEM O.R. PROCEDURES W MCC,,
+10022017,22342963,APR,166,CORONARY BYPASS W/O AMI OR COMPLEX PDX,2,1
+10019385,20297618,APR,166,CORONARY BYPASS W/O AMI OR COMPLEX PDX,2,1
+10011398,27505812,APR,166,CORONARY BYPASS W/O AMI OR COMPLEX PDX,2,1
+10035185,22580999,APR,166,CORONARY BYPASS W/O AMI OR COMPLEX PDX,2,1
+10009628,25926192,APR,166,CORONARY BYPASS W/O AMI OR COMPLEX PDX,2,1
+10012552,27089790,APR,166,CORONARY BYPASS W/O AMI OR COMPLEX PDX,2,2
+10021118,24490144,APR,166,CORONARY BYPASS W/O AMI OR COMPLEX PDX,3,2
+10023771,20044587,APR,166,CORONARY BYPASS W/O AMI OR COMPLEX PDX,2,2
+10005817,20626031,APR,166,CORONARY BYPASS W/O AMI OR COMPLEX PDX,2,2
+10019003,25508812,HCFA,167,OTHER RESP SYSTEM O.R. PROCEDURES W CC,,
+10013049,22675517,APR,167,OTHER CARDIOTHORACIC & THORACIC VASCULAR PROCEDURES,1,1
+10014354,28335091,APR,174,PERCUTANEOUS CORONARY INTERVENTION W AMI,2,2
+10007058,22954658,APR,174,PERCUTANEOUS CORONARY INTERVENTION W AMI,3,3
+10002495,24982426,APR,174,PERCUTANEOUS CORONARY INTERVENTION W AMI,4,4
+10025463,27327816,APR,175,PERCUTANEOUS CORONARY INTERVENTION W/O AMI,1,1
+10027445,29163082,APR,175,PERCUTANEOUS CORONARY INTERVENTION W/O AMI,3,3
+10015931,28157142,APR,175,PERCUTANEOUS CORONARY INTERVENTION W/O AMI,4,3
+10038992,22797747,HCFA,177,RESPIRATORY INFECTIONS & INFLAMMATIONS W MCC,,
+10023117,28872262,APR,177,CARDIAC PACEMAKER & DEFIBRILLATOR REVISION EXCEPT DEVICE REPLACEMENT,3,3
+10002428,20321825,HCFA,189,PULMONARY EDEMA & RESPIRATORY FAILURE,,
+10019003,26703331,HCFA,189,PULMONARY EDEMA & RESPIRATORY FAILURE,,
+10040025,21791856,HCFA,190,CHRONIC OBSTRUCTIVE PULMONARY DISEASE W MCC,,
+10010471,29842315,APR,190,ACUTE MYOCARDIAL INFARCTION,4,4
+10020640,27984218,HCFA,193,SIMPLE PNEUMONIA & PLEURISY W MCC,,
+10014354,27487226,HCFA,193,SIMPLE PNEUMONIA & PLEURISY W MCC,,
+10037928,22326517,HCFA,194,SIMPLE PNEUMONIA & PLEURISY W CC,,
+10023117,29858644,APR,194,HEART FAILURE,2,1
+10012853,26369609,APR,194,HEART FAILURE,1,2
+10040025,25384176,APR,194,HEART FAILURE,2,2
+10023117,28887654,APR,194,HEART FAILURE,2,2
+10027445,27488741,APR,194,HEART FAILURE,3,3
+10018081,25973915,APR,194,HEART FAILURE,3,3
+10023117,21607814,APR,194,HEART FAILURE,4,3
+10019003,26226543,APR,194,HEART FAILURE,3,4
+10015931,24420677,APR,194,HEART FAILURE,3,4
+10012853,27882036,APR,197,PERIPHERAL & OTHER VASCULAR DISORDERS,3,3
+10022281,29642388,APR,197,PERIPHERAL & OTHER VASCULAR DISORDERS,2,3
+10003400,26467376,APR,201,CARDIAC ARRHYTHMIA & CONDUCTION DISORDERS,4,3
+10010471,21322534,APR,201,CARDIAC ARRHYTHMIA & CONDUCTION DISORDERS,3,3
+10040025,27553957,APR,201,CARDIAC ARRHYTHMIA & CONDUCTION DISORDERS,3,3
+10005817,28661809,HCFA,207,RESPIRATORY SYSTEM DIAGNOSIS W VENTILATOR SUPPORT >96 HOURS,,
+10035631,29276678,HCFA,207,RESPIRATORY SYSTEM DIAGNOSIS W VENTILATOR SUPPORT >96 HOURS,,
+10016742,29281842,HCFA,207,RESPIRATORY SYSTEM DIAGNOSIS W VENTILATOR SUPPORT >96 HOURS,,
+10029291,22205327,HCFA,207,RESPIRATORY SYSTEM DIAGNOSIS W VENTILATOR SUPPORT >96 HOURS,,
+10004720,22081550,HCFA,207,RESPIRATORY SYSTEM DIAGNOSIS W VENTILATOR SUPPORT >96 HOURS,,
+10038999,27189241,HCFA,207,RESPIRATORY SYSTEM DIAGNOSIS W VENTILATOR SUPPORT >96 HOURS,,
+10014354,23132022,APR,207,OTHER CIRCULATORY SYSTEM DIAGNOSES,3,2
+10014354,27562275,APR,207,OTHER CIRCULATORY SYSTEM DIAGNOSES,2,2
+10031404,21606243,APR,207,OTHER CIRCULATORY SYSTEM DIAGNOSES,3,3
+10000032,29079034,APR,207,OTHER CIRCULATORY SYSTEM DIAGNOSES,3,3
+10027445,26275841,HCFA,208,RESPIRATORY SYSTEM DIAGNOSIS W VENTILATOR SUPPORT <96 HOURS,,
+10016742,27568122,HCFA,208,RESPIRATORY SYSTEM DIAGNOSIS W VENTILATOR SUPPORT <96 HOURS,,
+10009035,28324362,HCFA,220,CARDIAC VALVE & OTH MAJ CARDIOTHORACIC PROC W/O CARD CATH W CC,,
+10019172,24997044,HCFA,220,CARDIAC VALVE & OTH MAJ CARDIOTHORACIC PROC W/O CARD CATH W CC,,
+10038992,24745425,HCFA,220,CARDIAC VALVE & OTH MAJ CARDIOTHORACIC PROC W/O CARD CATH W CC,,
+10003046,26048429,APR,220,"MAJOR STOMACH, ESOPHAGEAL & DUODENAL PROCEDURES",3,2
+10019003,27525946,APR,220,"MAJOR STOMACH, ESOPHAGEAL & DUODENAL PROCEDURES",4,4
+10005866,21636229,APR,229,OTHER DIGESTIVE SYSTEM & ABDOMINAL PROCEDURES,3,2
+10005866,22589518,APR,229,OTHER DIGESTIVE SYSTEM & ABDOMINAL PROCEDURES,3,3
+10018423,29366372,HCFA,234,CORONARY BYPASS W CARDIAC CATH W/O MCC,,
+10004422,21255400,HCFA,234,CORONARY BYPASS W CARDIAC CATH W/O MCC,,
+10022017,22342963,HCFA,235,CORONARY BYPASS W/O CARDIAC CATH W MCC,,
+10021118,24490144,HCFA,235,CORONARY BYPASS W/O CARDIAC CATH W MCC,,
+10035185,22580999,HCFA,236,CORONARY BYPASS W/O CARDIAC CATH W/O MCC,,
+10023771,20044587,HCFA,236,CORONARY BYPASS W/O CARDIAC CATH W/O MCC,,
+10009628,25926192,HCFA,236,CORONARY BYPASS W/O CARDIAC CATH W/O MCC,,
+10005817,20626031,HCFA,236,CORONARY BYPASS W/O CARDIAC CATH W/O MCC,,
+10012552,27089790,HCFA,236,CORONARY BYPASS W/O CARDIAC CATH W/O MCC,,
+10011398,27505812,HCFA,236,CORONARY BYPASS W/O CARDIAC CATH W/O MCC,,
+10019385,20297618,HCFA,236,CORONARY BYPASS W/O CARDIAC CATH W/O MCC,,
+10003400,22390287,APR,240,DIGESTIVE MALIGNANCY,3,2
+10003400,29483621,APR,240,DIGESTIVE MALIGNANCY,3,3
+10019917,22585261,APR,241,PEPTIC ULCER & GASTRITIS,1,1
+10014354,29757856,APR,241,PEPTIC ULCER & GASTRITIS,3,3
+10036156,28019404,APR,241,PEPTIC ULCER & GASTRITIS,3,3
+10007928,20338077,APR,241,PEPTIC ULCER & GASTRITIS,4,4
+10014354,28335091,HCFA,247,PERC CARDIOVASC PROC W DRUG-ELUTING STENT W/O MCC,,
+10005866,26134779,APR,247,INTESTINAL OBSTRUCTION,2,2
+10005866,23514107,APR,247,INTESTINAL OBSTRUCTION,4,3
+10007795,20285402,APR,248,MAJOR GASTROINTESTINAL & PERITONEAL INFECTIONS,3,1
+10038081,20755971,APR,248,MAJOR GASTROINTESTINAL & PERITONEAL INFECTIONS,3,3
+10037928,23721604,APR,248,MAJOR GASTROINTESTINAL & PERITONEAL INFECTIONS,4,3
+10027445,29163082,HCFA,250,PERC CARDIOVASC PROC W/O CORONARY ARTERY STENT W MCC,,
+10007058,22954658,HCFA,250,PERC CARDIOVASC PROC W/O CORONARY ARTERY STENT W MCC,,
+10025463,27327816,HCFA,251,PERC CARDIOVASC PROC W/O CORONARY ARTERY STENT W/O MCC,,
+10014354,24357615,APR,251,ABDOMINAL PAIN,3,2
+10014354,22508257,APR,253,OTHER & UNSPECIFIED GASTROINTESTINAL HEMORRHAGE,3,2
+10002428,28295257,APR,253,OTHER & UNSPECIFIED GASTROINTESTINAL HEMORRHAGE,3,3
+10037928,24885579,APR,254,OTHER DIGESTIVE SYSTEM DIAGNOSES,2,2
+10015931,22130791,APR,254,OTHER DIGESTIVE SYSTEM DIAGNOSES,4,4
+10021487,20429160,APR,260,"MAJOR PANCREAS, LIVER & SHUNT PROCEDURES",2,1
+10007795,25135483,APR,260,"MAJOR PANCREAS, LIVER & SHUNT PROCEDURES",2,1
+10004235,25970245,APR,260,"MAJOR PANCREAS, LIVER & SHUNT PROCEDURES",3,2
+10006053,22942076,APR,260,"MAJOR PANCREAS, LIVER & SHUNT PROCEDURES",4,4
+10019777,27738145,APR,264,"OTHER HEPATOBILIARY, PANCREAS & ABDOMINAL PROCEDURES",4,3
+10007795,28477357,APR,264,"OTHER HEPATOBILIARY, PANCREAS & ABDOMINAL PROCEDURES",4,3
+10039708,25864431,APR,264,"OTHER HEPATOBILIARY, PANCREAS & ABDOMINAL PROCEDURES",4,4
+10007818,22987108,APR,264,"OTHER HEPATOBILIARY, PANCREAS & ABDOMINAL PROCEDURES",4,4
+10021487,26321862,APR,279,HEPATIC COMA & OTHER MAJOR ACUTE LIVER DISORDERS,3,1
+10000032,22841357,APR,279,HEPATIC COMA & OTHER MAJOR ACUTE LIVER DISORDERS,3,2
+10021487,27660781,APR,279,HEPATIC COMA & OTHER MAJOR ACUTE LIVER DISORDERS,4,2
+10039708,29488258,APR,279,HEPATIC COMA & OTHER MAJOR ACUTE LIVER DISORDERS,2,2
+10039708,20093566,APR,280,ALCOHOLIC LIVER DISEASE,3,3
+10039708,24928679,APR,280,ALCOHOLIC LIVER DISEASE,3,4
+10010471,29842315,HCFA,283,"ACUTE MYOCARDIAL INFARCTION, EXPIRED W MCC",,
+10000032,22595853,APR,283,OTHER DISORDERS OF THE LIVER,2,2
+10000032,25742920,APR,283,OTHER DISORDERS OF THE LIVER,3,2
+10037861,24256866,HCFA,287,"CIRCULATORY DISORDERS EXCEPT AMI, W CARD CATH W/O MCC",,
+10016150,29374560,HCFA,287,"CIRCULATORY DISORDERS EXCEPT AMI, W CARD CATH W/O MCC",,
+10027445,27488741,HCFA,291,HEART FAILURE & SHOCK W MCC,,
+10019003,26226543,HCFA,291,HEART FAILURE & SHOCK W MCC,,
+10023117,21133938,HCFA,291,HEART FAILURE & SHOCK W MCC,,
+10015931,24420677,HCFA,291,HEART FAILURE & SHOCK W MCC,,
+10023117,28887654,HCFA,292,HEART FAILURE & SHOCK W CC,,
+10018081,25973915,HCFA,292,HEART FAILURE & SHOCK W CC,,
+10023117,29858644,HCFA,292,HEART FAILURE & SHOCK W CC,,
+10023117,21607814,HCFA,292,HEART FAILURE & SHOCK W CC,,
+10010867,22950920,APR,304,DORSAL & LUMBAR FUSION PROC EXCEPT FOR CURVATURE OF BACK,3,1
+10022880,27708593,APR,304,DORSAL & LUMBAR FUSION PROC EXCEPT FOR CURVATURE OF BACK,2,1
+10010471,21322534,HCFA,308,CARDIAC ARRHYTHMIA & CONDUCTION DISORDERS W MCC,,
+10003400,26467376,HCFA,308,CARDIAC ARRHYTHMIA & CONDUCTION DISORDERS W MCC,,
+10040025,27553957,HCFA,308,CARDIAC ARRHYTHMIA & CONDUCTION DISORDERS W MCC,,
+10015860,26352758,APR,308,HIP & FEMUR FRACTURE REPAIR,2,2
+10017492,27417763,APR,308,HIP & FEMUR FRACTURE REPAIR,4,4
+10018328,26706939,HCFA,312,SYNCOPE & COLLAPSE,,
+10000032,29079034,HCFA,312,SYNCOPE & COLLAPSE,,
+10015860,25103777,HCFA,314,OTHER CIRCULATORY SYSTEM DIAGNOSES W MCC,,
+10035631,22732862,HCFA,314,OTHER CIRCULATORY SYSTEM DIAGNOSES W MCC,,
+10015860,28613200,APR,314,FOOT & TOE PROCEDURES,2,2
+10014354,23132022,HCFA,315,OTHER CIRCULATORY SYSTEM DIAGNOSES W CC,,
+10031404,21606243,HCFA,315,OTHER CIRCULATORY SYSTEM DIAGNOSES W CC,,
+10014354,27562275,HCFA,315,OTHER CIRCULATORY SYSTEM DIAGNOSES W CC,,
+10012853,26369609,HCFA,315,OTHER CIRCULATORY SYSTEM DIAGNOSES W CC,,
+10038081,20755971,HCFA,371,MAJOR GASTROINTESTINAL DISORDERS & PERITONEAL INFECTIONS W MCC,,
+10037928,23721604,HCFA,371,MAJOR GASTROINTESTINAL DISORDERS & PERITONEAL INFECTIONS W MCC,,
+10002428,28295257,HCFA,377,G.I. HEMORRHAGE W MCC,,
+10015931,22130791,HCFA,377,G.I. HEMORRHAGE W MCC,,
+10040025,27876215,HCFA,377,G.I. HEMORRHAGE W MCC,,
+10007928,20338077,HCFA,377,G.I. HEMORRHAGE W MCC,,
+10019917,22585261,HCFA,378,G.I. HEMORRHAGE W CC,,
+10036156,28019404,HCFA,378,G.I. HEMORRHAGE W CC,,
+10014354,22508257,HCFA,378,G.I. HEMORRHAGE W CC,,
+10029484,20764029,HCFA,391,"ESOPHAGITIS, GASTROENT & MISC DIGEST DISORDERS W MCC",,
+10005866,22589518,HCFA,391,"ESOPHAGITIS, GASTROENT & MISC DIGEST DISORDERS W MCC",,
+10021487,20429160,HCFA,405,"PANCREAS, LIVER & SHUNT PROCEDURES W MCC",,
+10006053,22942076,HCFA,405,"PANCREAS, LIVER & SHUNT PROCEDURES W MCC",,
+10004235,25970245,HCFA,406,"PANCREAS, LIVER & SHUNT PROCEDURES W CC",,
+10007795,25135483,HCFA,406,"PANCREAS, LIVER & SHUNT PROCEDURES W CC",,
+10007818,22987108,HCFA,420,HEPATOBILIARY DIAGNOSTIC PROCEDURES W MCC,,
+10037928,24656677,APR,420,DIABETES,2,2
+10037928,22490490,APR,420,DIABETES,3,4
+10019777,27738145,HCFA,423,OTHER HEPATOBILIARY OR PANCREAS O.R. PROCEDURES W MCC,,
+10007795,28477357,HCFA,423,OTHER HEPATOBILIARY OR PANCREAS O.R. PROCEDURES W MCC,,
+10039708,24928679,HCFA,432,CIRRHOSIS & ALCOHOLIC HEPATITIS W MCC,,
+10039708,20093566,HCFA,432,CIRRHOSIS & ALCOHOLIC HEPATITIS W MCC,,
+10039708,25864431,HCFA,441,"DISORDERS OF LIVER EXCEPT MALIG,CIRR,ALC HEPA W MCC",,
+10021487,27660781,HCFA,441,"DISORDERS OF LIVER EXCEPT MALIG,CIRR,ALC HEPA W MCC",,
+10039708,29488258,HCFA,441,"DISORDERS OF LIVER EXCEPT MALIG, CIRR, ALC HEPA W MCC",,
+10000032,22841357,HCFA,442,"DISORDERS OF LIVER EXCEPT MALIG,CIRR,ALC HEPA W CC",,
+10000032,22595853,HCFA,442,"DISORDERS OF LIVER EXCEPT MALIG,CIRR,ALC HEPA W CC",,
+10000032,25742920,HCFA,442,"DISORDERS OF LIVER EXCEPT MALIG,CIRR,ALC HEPA W CC",,
+10017492,27417763,HCFA,480,HIP & FEMUR PROCEDURES EXCEPT MAJOR JOINT W MCC,,
+10015860,26352758,HCFA,480,HIP & FEMUR PROCEDURES EXCEPT MAJOR JOINT W MCC,,
+10040025,25933959,HCFA,629,"OTHER ENDOCRINE, NUTRIT & METAB O.R. PROC W CC",,
+10015860,28613200,HCFA,629,"OTHER ENDOCRINE, NUTRIT & METAB O.R. PROC W CC",,
+10037928,24656677,HCFA,638,DIABETES W CC,,
+10037928,22490490,HCFA,638,DIABETES W CC,,
+10020306,23052851,HCFA,640,"MISC DISORDERS OF NUTRITION,METABOLISM,FLUIDS/ELECTROLYTES W MCC",,
+10021938,27154822,HCFA,640,"MISC DISORDERS OF NUTRITION,METABOLISM,FLUIDS/ELECTROLYTES W MCC",,
+10039708,20572787,HCFA,641,"MISC DISORDERS OF NUTRITION,METABOLISM,FLUIDS/ELECTROLYTES W/O MCC",,
+10007795,22051341,HCFA,641,"MISC DISORDERS OF NUTRITION,METABOLISM,FLUIDS/ELECTROLYTES W/O MCC",,
+10037928,29802992,HCFA,682,RENAL FAILURE W MCC,,
+10023117,24244087,HCFA,682,RENAL FAILURE W MCC,,
+10039708,26793610,HCFA,683,RENAL FAILURE W CC,,
+10014354,26228185,HCFA,683,RENAL FAILURE W CC,,
+10040025,22251969,HCFA,683,RENAL FAILURE W CC,,
+10014354,26013492,HCFA,683,RENAL FAILURE W CC,,
+10035631,29462354,APR,690,ACUTE LEUKEMIA,3,2
+10035631,21476294,APR,690,ACUTE LEUKEMIA,4,3
+10003400,26090619,HCFA,696,KIDNEY & URINARY TRACT SIGNS & SYMPTOMS W/O MCC,,
+10014354,26486158,APR,696,OTHER CHEMOTHERAPY,3,3
+10015860,25085565,APR,710,INFECTIOUS & PARASITIC DISEASES INCLUDING HIV W O.R. PROCEDURE,3,2
+10015860,24698912,APR,710,INFECTIOUS & PARASITIC DISEASES INCLUDING HIV W O.R. PROCEDURE,3,3
+10018081,21027282,APR,710,INFECTIOUS & PARASITIC DISEASES INCLUDING HIV W O.R. PROCEDURE,4,4
+10014729,23300884,APR,711,"POST-OP, POST-TRAUMA, OTHER DEVICE INFECTIONS W O.R. PROCEDURE",3,2
+10040025,27996267,APR,711,"POST-OP, POST-TRAUMA, OTHER DEVICE INFECTIONS W O.R. PROCEDURE",3,3
+10015860,20790339,APR,720,SEPTICEMIA & DISSEMINATED INFECTIONS,3,2
+10009049,22995465,APR,720,SEPTICEMIA & DISSEMINATED INFECTIONS,3,2
+10015860,22413744,APR,720,SEPTICEMIA & DISSEMINATED INFECTIONS,3,3
+10020740,23831430,APR,720,SEPTICEMIA & DISSEMINATED INFECTIONS,4,3
+10019003,29279905,APR,720,SEPTICEMIA & DISSEMINATED INFECTIONS,3,4
+10020944,29974575,APR,720,SEPTICEMIA & DISSEMINATED INFECTIONS,4,4
+10039708,23819016,APR,720,SEPTICEMIA & DISSEMINATED INFECTIONS,4,4
+10020786,23488445,APR,720,SEPTICEMIA & DISSEMINATED INFECTIONS,3,4
+10002428,28662225,APR,720,SEPTICEMIA & DISSEMINATED INFECTIONS,4,4
+10037975,27617929,APR,720,SEPTICEMIA & DISSEMINATED INFECTIONS,4,4
+10002428,23473524,APR,720,SEPTICEMIA & DISSEMINATED INFECTIONS,4,4
+10004235,24181354,APR,720,SEPTICEMIA & DISSEMINATED INFECTIONS,4,4
+10021487,27112038,APR,721,"POST-OPERATIVE, POST-TRAUMATIC, OTHER DEVICE INFECTIONS",2,2
+10021487,21928381,APR,721,"POST-OPERATIVE, POST-TRAUMATIC, OTHER DEVICE INFECTIONS",3,2
+10018081,23983182,APR,721,"POST-OPERATIVE, POST-TRAUMATIC, OTHER DEVICE INFECTIONS",3,3
+10035631,22732862,APR,721,"POST-OPERATIVE, POST-TRAUMATIC, OTHER DEVICE INFECTIONS",4,3
+10018081,21027282,HCFA,853,INFECTIOUS & PARASITIC DISEASES W O.R. PROCEDURE W MCC,,
+10015860,25085565,HCFA,853,INFECTIOUS & PARASITIC DISEASES W O.R. PROCEDURE W MCC,,
+10015860,24698912,HCFA,853,INFECTIOUS & PARASITIC DISEASES W O.R. PROCEDURE W MCC,,
+10014729,23300884,HCFA,856,POSTOPERATIVE OR POST-TRAUMATIC INFECTIONS W O.R. PROC W MCC,,
+10040025,27996267,HCFA,856,POSTOPERATIVE OR POST-TRAUMATIC INFECTIONS W O.R. PROC W MCC,,
+10021487,27112038,HCFA,862,POSTOPERATIVE & POST-TRAUMATIC INFECTIONS W MCC,,
+10018081,23983182,HCFA,862,POSTOPERATIVE & POST-TRAUMATIC INFECTIONS W MCC,,
+10021487,21928381,HCFA,862,POSTOPERATIVE & POST-TRAUMATIC INFECTIONS W MCC,,
+10002428,23473524,HCFA,870,SEPTICEMIA OR SEVERE SEPSIS W MV 96+ HOURS,,
+10037975,27617929,HCFA,870,SEPTICEMIA OR SEVERE SEPSIS W MV 96+ HOURS,,
+10020944,29974575,HCFA,870,SEPTICEMIA OR SEVERE SEPSIS W MV 96+ HOURS,,
+10039708,23819016,HCFA,871,SEPTICEMIA OR SEVERE SEPSIS W/O MV >96 HOURS W MCC,,
+10004235,24181354,HCFA,871,SEPTICEMIA OR SEVERE SEPSIS W/O MV 96+ HOURS W MCC,,
+10002428,28662225,HCFA,871,SEPTICEMIA OR SEVERE SEPSIS W/O MV 96+ HOURS W MCC,,
+10019003,29279905,HCFA,871,SEPTICEMIA OR SEVERE SEPSIS W/O MV >96 HOURS W MCC,,
+10009049,22995465,HCFA,871,SEPTICEMIA OR SEVERE SEPSIS W/O MV 96+ HOURS W MCC,,
+10020786,23488445,HCFA,871,SEPTICEMIA OR SEVERE SEPSIS W/O MV >96 HOURS W MCC,,
+10020740,23831430,HCFA,871,SEPTICEMIA OR SEVERE SEPSIS W/O MV 96+ HOURS W MCC,,
+10026354,24547356,APR,912,MUSCULOSKELETAL & OTHER PROCEDURES FOR MULTIPLE SIGNIFICANT TRAUMA,2,1
+10008454,20291550,APR,912,MUSCULOSKELETAL & OTHER PROCEDURES FOR MULTIPLE SIGNIFICANT TRAUMA,4,4
+10010867,22429197,APR,912,MUSCULOSKELETAL & OTHER PROCEDURES FOR MULTIPLE SIGNIFICANT TRAUMA,4,4
+10031757,28477280,APR,950,EXTENSIVE PROCEDURE UNRELATED TO PRINCIPAL DIAGNOSIS,2,2
+10004720,22081550,APR,950,EXTENSIVE PROCEDURE UNRELATED TO PRINCIPAL DIAGNOSIS,4,4
+10001725,25563031,APR,951,MODERATELY EXTENSIVE PROCEDURE UNRELATED TO PRINCIPAL DIAGNOSIS,2,1
+10022041,28909879,APR,951,MODERATELY EXTENSIVE PROCEDURE UNRELATED TO PRINCIPAL DIAGNOSIS,2,1
+10006580,24159665,APR,951,MODERATELY EXTENSIVE PROCEDURE UNRELATED TO PRINCIPAL DIAGNOSIS,1,1
+10040025,27259207,APR,951,MODERATELY EXTENSIVE PROCEDURE UNRELATED TO PRINCIPAL DIAGNOSIS,3,2
+10038933,25129047,APR,951,MODERATELY EXTENSIVE PROCEDURE UNRELATED TO PRINCIPAL DIAGNOSIS,4,3
+10039708,28258130,APR,951,MODERATELY EXTENSIVE PROCEDURE UNRELATED TO PRINCIPAL DIAGNOSIS,4,4
+10020306,23052851,APR,951,MODERATELY EXTENSIVE PROCEDURE UNRELATED TO PRINCIPAL DIAGNOSIS,4,4
+10019172,21540783,APR,952,NONEXTENSIVE PROCEDURE UNRELATED TO PRINCIPAL DIAGNOSIS,2,1
+10023239,21759936,APR,952,NONEXTENSIVE PROCEDURE UNRELATED TO PRINCIPAL DIAGNOSIS,4,3
+10021487,28998349,HCFA,957,OTHER O.R. PROCEDURES FOR MULTIPLE SIGNIFICANT TRAUMA W MCC,,
+10010867,22429197,HCFA,957,OTHER O.R. PROCEDURES FOR MULTIPLE SIGNIFICANT TRAUMA W MCC,,
+10038933,25129047,HCFA,981,EXTENSIVE O.R. PROCEDURE UNRELATED TO PRINCIPAL DIAGNOSIS W MCC,,
+10031757,28477280,HCFA,981,EXTENSIVE O.R. PROCEDURE UNRELATED TO PRINCIPAL DIAGNOSIS W MCC,,
+10022041,28909879,HCFA,981,EXTENSIVE O.R. PROCEDURE UNRELATED TO PRINCIPAL DIAGNOSIS W MCC,,
+10040025,27259207,HCFA,982,EXTENSIVE O.R. PROCEDURE UNRELATED TO PRINCIPAL DIAGNOSIS W CC,,
+10001725,25563031,HCFA,982,EXTENSIVE O.R. PROCEDURE UNRELATED TO PRINCIPAL DIAGNOSIS W CC,,
+10023239,21759936,HCFA,987,NON-EXTENSIVE O.R. PROC UNRELATED TO PRINCIPAL DIAGNOSIS W MCC,,
+10019003,26529390,HCFA,987,NON-EXTENSIVE O.R. PROC UNRELATED TO PRINCIPAL DIAGNOSIS W MCC,,
+10003400,23559586,HCFA,987,NON-EXTENSIVE O.R. PROC UNRELATED TO PRINCIPAL DIAGNOSIS W MCC,,

data/mimic-iv-clinical-database-demo/hosp/hcpcsevents.csv

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+subject_id,hadm_id,chartdate,hcpcs_cd,seq_num,short_description
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+10004457,25559382,2148-09-14,93455,1,Cardiovascular
+10039708,27504040,2142-07-06,64415,2,Nervous system
+10039708,27504040,2142-07-06,64415,1,Nervous system
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+10020740,29820177,2150-07-10,43264,4,Digestive system
+10012853,26739864,2177-02-11,60220,1,Endocrine system
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+10039708,27504040,2142-07-06,36830,4,Cardiovascular system
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data/mimic-iv-clinical-database-demo/hosp/labevents.csv

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+size 12265209

data/mimic-iv-clinical-database-demo/hosp/patients.csv

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data/mimic-iv-clinical-database-demo/hosp/procedures_icd.csv

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data/mimic-iv-clinical-database-demo/hosp/services.csv

@@ -0,0 +1,320 @@
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