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bert-medical-ner-proj
medical-ner-proj/bert-medical-ner-proj
bert-medical-ner-proj is a token classification model from medical-ner-proj. Use it when you need labels on individual words, such as names. It is set up for transformers. The card lists the license as openrail.
Medical documents NER model by fine tuning BERT
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Repo size
871 MB
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35
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At a glance
- Task
- Token Classification
- Library
- transformers
- License
- openrail
- Model type
- bert
- Access
- Public
- Created
- May 5, 2023
- Updated
- May 7, 2023
- SHA
- 40c26571
Try a prompt
Model card
From the Hugging Face model README
Medical documents NER model by fine tuning BERT
widget:
- example_title: "example 1" text: "John Doe has a history of hypertension, which is well-controlled with medication. He has no history of allergies or surgeries. He is not currently taking any medication except for his blood pressure medication."
- example_title: "example 2" text: "On physical examination, John Doe appears acutely ill. He has a temperature of 38.5°C and a heart rate of 105 beats per minute. His blood pressure is 140/90 mmHg, and his oxygen saturation is 90% on room air. His lungs have diminished breath sounds and wheezing. There is no cyanosis, and his heart sounds are normal."
- example_title: "example 3" text: "Based on Mary Smith's symptoms and physical examination, she is suspected to have suffered a stroke, likely caused by hypertension. Her history of migraines may also be a contributing factor."
- Task
- Token Classification
- Library
- transformers
- Type
- bert
- License
- openrail
- Created
- May 5, 2023
- Updated
- May 7, 2023