https://github.com/shamspias/predict-disease-based-on-symptoms
A simple model to predict disease
https://github.com/shamspias/predict-disease-based-on-symptoms
machine-learning python3 similarity-measures
Last synced: 12 days ago
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A simple model to predict disease
- Host: GitHub
- URL: https://github.com/shamspias/predict-disease-based-on-symptoms
- Owner: shamspias
- Created: 2020-10-09T16:21:01.000Z (about 5 years ago)
- Default Branch: main
- Last Pushed: 2020-10-09T17:05:46.000Z (about 5 years ago)
- Last Synced: 2025-06-09T06:50:32.217Z (5 months ago)
- Topics: machine-learning, python3, similarity-measures
- Language: Python
- Homepage:
- Size: 233 KB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# predict-disease-based-on-symptoms
disease_model.py
Main Model of Disease,
After modifying dataset into a python dictionary-like,
disease in a key and all symptoms related to that disease, to value as list
disease.py
List of all disease
symptoms.py
List if all symptoms
requirements.txt
need to install those required to run this disease_model.py
Dataset collect from a study published in Nature Communications, researchers XueZhong Zhou, et al., have constructed a human symptoms-disease network (HSDN)
link:https://www.nature.com/articles/ncomms5212
There disease_model.py can be use as module to predict disease based on symptoms.
It can use on Djnago Flask or any python based frameworks.