Model: sschet/biomedical-ner-all
Author: sschet
Pipeline: token-classification
Library: transformers
Tags: transformers, pytorch, distilbert, token-classification, Token Classification, en, dataset:tner/bc5cdr, dataset:commanderstrife/jnlpba, dataset:bc2gm_corpus, dataset:drAbreu/bc4chemd_ner, dataset:linnaeus, dataset:chintagunta85/ncbi_disease, license:apache-2.0, co2_eq_emissions, endpoints_compatible, deploy:azure, 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: 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 2, 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 3
datasets: tner/bc5cdr, commanderstrife/jnlpba, bc2gm_corpus, drAbreu/bc4chemd_ner, linnaeus, chintagunta85/ncbi_disease
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Created: 2023-01-26 15:41:19