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ADS599-Capstone
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modeling_data

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Files changed (2) hide show
  1. README.md +111 -1
  2. modeling_data/med_only-00000-of-00001.parquet +3 -0
README.md CHANGED
@@ -4,7 +4,113 @@ license_name: physionet-credentialed-health-data-1.5.0
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  license_link: https://physionet.org/content/mimiciv/view-license/3.1/
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  pretty_name: ADS599 Capstone Modeling Data — Empty Patient State
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  dataset_info:
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- config_name: empty_patient_state
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  features:
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  - name: subject_id
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  dtype: int64
@@ -21,6 +127,10 @@ dataset_info:
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  download_size: 11217914
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  dataset_size: 4324549602
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  configs:
 
 
 
 
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  - config_name: empty_patient_state
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  data_files:
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  - split: empty_patient_state
 
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  license_link: https://physionet.org/content/mimiciv/view-license/3.1/
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  pretty_name: ADS599 Capstone Modeling Data — Empty Patient State
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  dataset_info:
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+ - config_name: combined_medication_features
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+ features:
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+ - name: ed_stay_id
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+ dtype: int64
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+ - name: subject_id_x
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+ dtype: int64
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+ - name: subject_id_y
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+ dtype: int64
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+ - name: recon_ace_inhibitor
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+ dtype: uint8
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+ - name: recon_analgesic___nsaid
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+ dtype: uint8
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+ - name: recon_analgesic___opioid_nsaid
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+ dtype: uint8
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+ - name: recon_antiarrhythmic
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+ dtype: uint8
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+ - name: recon_antibiotic
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+ dtype: uint8
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+ - name: recon_anticoagulant
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+ dtype: uint8
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+ - name: recon_anticonvulsant
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+ dtype: uint8
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+ - name: recon_antiemetic
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+ dtype: uint8
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+ - name: recon_antiplatelet
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+ dtype: uint8
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+ - name: recon_antipsychotic
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+ dtype: uint8
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+ - name: recon_benzodiazepine___sedative_anxiolytic
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+ dtype: uint8
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+ - name: recon_beta_blocker
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+ dtype: uint8
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+ - name: recon_bronchodilator
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+ dtype: uint8
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+ - name: recon_calcium_channel_blocker
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+ dtype: uint8
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+ - name: recon_corticosteroid
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+ dtype: uint8
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+ - name: recon_diuretic
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+ dtype: uint8
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+ - name: recon_gi___acid_suppression
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+ dtype: uint8
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+ - name: recon_insulin_glucose
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+ dtype: uint8
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+ - name: recon_nitrate
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+ dtype: uint8
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+ - name: recon_n_total_meds
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+ dtype: uint16
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+ - name: recon_n_drug_classes
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+ dtype: uint8
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+ - name: subject_id
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+ dtype: int64
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+ - name: edmeds_ace_inhibitor
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+ dtype: uint8
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+ - name: edmeds_analgesic___acetaminophen
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+ dtype: uint8
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+ - name: edmeds_analgesic___nsaid
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+ dtype: uint8
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+ - name: edmeds_analgesic___opioid_nsaid
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+ dtype: uint8
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+ - name: edmeds_antiarrhythmic
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+ dtype: uint8
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+ - name: edmeds_antibiotic
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+ dtype: uint8
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+ - name: edmeds_anticoagulant
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+ dtype: uint8
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+ - name: edmeds_anticonvulsant
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+ dtype: uint8
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+ - name: edmeds_antiemetic
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+ dtype: uint8
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+ - name: edmeds_antiplatelet
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+ dtype: uint8
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+ - name: edmeds_antipsychotic
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+ dtype: uint8
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+ - name: edmeds_benzodiazepine___sedative_anxiolytic
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+ dtype: uint8
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+ - name: edmeds_beta_blocker
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+ dtype: uint8
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+ - name: edmeds_bronchodilator
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+ dtype: uint8
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+ - name: edmeds_calcium_channel_blocker
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+ dtype: uint8
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+ - name: edmeds_corticosteroid
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+ dtype: uint8
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+ - name: edmeds_diuretic
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+ dtype: uint8
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+ - name: edmeds_gi___acid_suppression
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+ dtype: uint8
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+ - name: edmeds_iv_fluid
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+ dtype: uint8
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+ - name: edmeds_insulin_glucose
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+ dtype: uint8
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+ - name: edmeds_nitrate
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+ dtype: uint8
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+ - name: edmeds_other
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+ dtype: uint8
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+ - name: edmeds_n_dispenses
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+ dtype: uint16
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+ - name: edmeds_n_drug_classes
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+ dtype: uint8
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+ splits:
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+ - name: med_only
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+ num_bytes: 31566267
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+ num_examples: 399573
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+ download_size: 9247492
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+ dataset_size: 31566267
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+ - config_name: empty_patient_state
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  features:
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  - name: subject_id
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  dtype: int64
 
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  download_size: 11217914
128
  dataset_size: 4324549602
129
  configs:
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+ - config_name: combined_medication_features
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+ data_files:
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+ - split: med_only
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+ path: modeling_data/med_only-*
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  - config_name: empty_patient_state
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  data_files:
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  - split: empty_patient_state
modeling_data/med_only-00000-of-00001.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:d550be4d974ca658346a2ba11dcb14cae22746b1af2ccf3ead4c10dfe5f9fac1
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+ size 9247492