https://github.com/ryandsilva/medical-ner
:hospital: Clinical NER with UMLS lookup :hospital:
https://github.com/ryandsilva/medical-ner
flask flutter medical-natural-language-processing optical-character-recognition python scispacy spacy umls
Last synced: about 2 months ago
JSON representation
:hospital: Clinical NER with UMLS lookup :hospital:
- Host: GitHub
- URL: https://github.com/ryandsilva/medical-ner
- Owner: RyanDsilva
- License: gpl-3.0
- Created: 2020-03-18T18:30:28.000Z (over 5 years ago)
- Default Branch: master
- Last Pushed: 2020-03-20T19:40:31.000Z (about 5 years ago)
- Last Synced: 2025-04-18T04:55:58.724Z (2 months ago)
- Topics: flask, flutter, medical-natural-language-processing, optical-character-recognition, python, scispacy, spacy, umls
- Language: Jupyter Notebook
- Homepage:
- Size: 1.85 MB
- Stars: 22
- Watchers: 2
- Forks: 4
- Open Issues: 1
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# 🏥 Medical Assistant 🏥
**_Simplify those complicated medical terms!_**
© 2020 Ryan Dsilva
## Setup
```bash
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!