Model: vineetsharma/BioMedical_NER-maccrobat-bert
Author: vineetsharma
Pipeline: token-classification
Library: transformers
Tags: transformers, pytorch, safetensors, bert, token-classification, generated_from_trainer, dataset:ktgiahieu/maccrobat2018_2020, base_model:google-bert/bert-base-uncased, base_model:finetune:google-bert/bert-base-uncased, license:apache-2.0, endpoints_compatible, region:us
Base models (finetune): id: google-bert/bert-base-uncased
Card metadata: license: apache-2.0
base_model: bert-base-uncased
tags: generated_from_trainer
datasets: ktgiahieu/maccrobat2018_2020
metrics: precision, recall, f1, accuracy
model-index: name: BioMedical_NER-maccrobat-bert
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
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Created: 2023-09-04 09:59:55