Calculates your risk of contracting a disease like cancer based on your various attributes like age, smoking habits, occupational status, diet etc.
The Machine Learning Models for various diseases are trained on datasets taken from kaggle.com and can be downloaded from links below -
- Cancer - Cancer Patients Data
- Stroke - Stroke Prediction Dataset
- Breast Cancer - Breast Cancer Wisconsin (Diagnostic) Data Set
- Heart Disease - Heart Disease UCI
- Fetal Health - Fetal Health Classification
- Lung Cancer - Lung Cancer Dataset by STACEYINROBERT
- Liver Disease - Indian Liver Patient Records
- Tumor Classification - tumors
- Heart Attack Risk Heart Attack Analysis & Prediction Dataset
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It is recommended to set up the project inside a virtual environment to keep the dependencies separated
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Activate your virtual environment.
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Install dependencies by running
pip install -r requirements.txt -
Start up the server by running
python ./run.py -
Visit localhost opened to explore and test
The Home Page contains the main menu, introduction, disclaimer, prediction, teams and the footer section.
Home.Page.mp4
From the prediction section choose disease to check risk for, fill form with your attributes and get the prediction results.
Prediction.mp4
Other features like blog pages for referring and register and login functions are available.
Other.Features.mp4
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