/medical-ner

:hospital: Clinical NER with UMLS lookup :hospital:

Primary LanguageJupyter NotebookGNU General Public License v3.0GPL-3.0

🏥 Medical Assistant 🏥

Simplify those complicated medical terms!

© 2020 Ryan Dsilva

Setup

pip install -r requirements.txt
python app.py

Example Results

**Text**
Ibuprofen is good for all kinds of fever and pain. It has known to cure MERS symptoms.

**Result**
Ibuprofen - Ibuprofen [Chemical/Ingredient]
A nonsteroidal anti-inflammatory agent with analgesic properties used in the therapy of rheumatism and arthritis.

Fever - Body temperature above reference range (finding)
An abnormal elevation of body temperature, usually as a result of a pathologic process.

Pain - Pain [Disease/Finding]
An unpleasant sensation induced by noxious stimuli which are detected by NERVE ENDINGS of NOCICEPTIVE NEURONS.

Middle East Respiratory Syndrome - MERS
A viral disorder characterized by SARS (Severe Acute Respiratory Syndrome)-like symptoms caused by MERS-CoV (MIDDLE EAST RESPIRATORY SYNDROME CORONAVIRUS).

Flutter Application 📱

Contributing

Raise an issue and submit a PR with the feature implementation. If it does not break anything, it's almost guaranteed to be merged. Let's make this into a great project!