This webapp was developed using Flask Web Framework and was deployed on Heroku server. The models used to predict the diseases were trained on large Datasets. There is a mobile app version of this work is in under construction. Hope you will like it . The webapp can predict following Diseases:
- Diabetes
- Breast Cancer
- Heart Disease
- Kidney Disease
- Liver Disease
- Malaria
- Pneumonia
| Disease | Type of Model | Accuracy |
|---|---|---|
| Diabetes | Machine Learning Model | 98.25% |
| Breast Cancer | Machine Learning Model | 98.25% |
| Heart Disease | Machine Learning Model | 85.25% |
| Kidney Disease | Machine Learning Model | 99% |
| Liver Disease | Machine Learning Model | 78% |
| Malaria | Deep Learning Model(CNN) | 96% |
| Pneumonia | Deep Learning Model(CNN) | 95% |
- Clone or download the repo.
- Open command prompt in the downloaded folder.
- Create a virtual environment
- Install all the dependencies:
- Run the application