gmayuri1904/multiple-disease-detection

The multiple disease detection system uses data from multiple patient records to predict if a person has god chance of having a disease. It is capable of detecting breast cancer, diabetes, heart, kidney , liver and Parkinson's disease. Trained multiple models for each disease detection.

Multiple Disease Detection

Demo

Live app

Dataset Used

1. Breast Cancer: Winconsin Breast Cancer Dataset
2. Diabetes: Pima Indian Diabetes Dataset
3. Liver: Indian Patient Liver Records
4. Heart: Heart Disease Dataset
5. Kidney: Chronic Kidney Disease Dataset
6. Parkinson's Disease:Parkinsons Disease Data Set

Libraries Used:

1. Sci-kit Learn
2. Streamlit
3. Pickle

This Project is peployed on heroku.

Tests Available:

1. Breast Cancer
2. Diabetes
3. Heart
4. Kidney
5. Liver
6. Parkinson's