Model: Pkompally/biomed-ner
Author: Pkompally
Pipeline: token-classification
Library: transformers
Tags: transformers, pytorch, distilbert, token-classification, Token Classification, en, dataset:test_1, license:apache-2.0, co2_eq_emissions, endpoints_compatible, region:us
Card metadata: license: apache-2.0
language: en
tags: Token Classification
co2_eq_emissions: 0.0279399890043426
widget: text: CASE: A 28-year-old previously healthy man presented with a 6-week history of palpitations. The symptoms occurred during rest, 2–3 times per week, lasted up to 30 minutes at a time and were associated with dyspnea. Except for a grade 2/6 holosystolic tricuspid regurgitation murmur (best heard at the left sternal border with inspiratory accentuation), physical examination yielded unremarkable findings.
example_title: example 1, text: SNOMEDCT 183452005 is an emergency hospital encounter.  CPT 99378 is an intervention with supervision of a hospice patient.   HCPCS T2046 Hospice long term care, room and board only; per diem.  LOINC for Care Plan Document Type is code 80748-7 - Clinical genetics Plan of care note.  LOINC Care Plan Document Type 80751-1 is a Dermatology Plan of care note.  ICD10CM M84.371A is a Stress fracture, right ankle, initial encounter for fracture which is a Condition/Diagnosis/Problem Lower Body Fracture.   The purpose of this value set is to represent concepts for a diagnosis of a fracture of a bone in the lower body.
example_title: example 2, text: 51 y/o male with history of skin cancer, asthma, allergic to NSAIDS, dogs, cats, mold.  Daily long distance swimming helped breathing problems.  COVID reactions were severe yet recovery was fastest when maintaining a healthy diet, low fat and chloresterol, as well as limiting sugar intake.
example_title: example 3, text: In March and April the patient had two falls.  One was related to asthma, heart palpitations.  The second was due to syncope and post covid vaccination dizziness during exercise.  The patient is now getting an EKG.  Former EKG had shown that there was a bundle branch block.  Patient had some uncontrolled immune system reactions like anaphylaxis and shortness of breath.
example_title: example 4, text: A 63-year-old woman with no known cardiac history presented with a sudden onset of dyspnea requiring intubation and ventilatory support out of hospital. She denied preceding symptoms of chest discomfort, palpitations, syncope or infection. The patient was afebrile and normotensive, with a sinus tachycardia of 140 beats/min.
example_title: example 5, text: A 48 year-old female presented with vaginal bleeding and abnormal Pap smears. Upon diagnosis of invasive non-keratinizing SCC of the cervix, she underwent a radical hysterectomy with salpingo-oophorectomy which demonstrated positive spread to the pelvic lymph nodes and the parametrium. Pathological examination revealed that the tumour also extensively involved the lower uterine segment.
example_title: example 6
datasets: test_1
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Created: 2023-06-20 08:55:44