Diagnostic Aid for Heart Disease Using Data
Seed Project for Medical Platform
- Best algorithm to predict hearth disease: SVM
- Algorithms with best accuracy
|SVM (kernel = rbf)||Feature Scaled Data||0, 1||82 %|
|SVM (kernel = linear)||Nominal Data||0, 1, 2, 3, 4||77 %|
Predicted heart disease using 13 features
Apply similar logic to other disease
If these algorithms are applied to all disease, computer can diagnose probability of each disease with given features.
Doctors will make better diagnosis with help of these algorithms applied to medical data.
In the Future
Plan to make repositories for other disease whenever we get the data
Build medical platform using models we created
The report of this project is in
If you want to contribute to this repository, feel free to contact us!