A machine learning web application built using Streamlit that predicts whether or not a patient has Diabetes, Heart Disease or Parkinsons considering multiple health parameters.
The Dataset used for Diabetes Prediction can be found here.
The Dataset used for Heart Diseases Prediction can be found here here.
The Dataset used for Parkinsons Diseases can be found here here.
streamlit scikit-learn
numpy pandas matplotlib seaborn
Clone the repository and install the required dependencies using the following commands:
git clone https://github.com/aman-chhetri/MediCare.gitcd MediCarepip install -r requirements.txtstreamlit run app.py- Open the app in your web browser.
- Enter the required information in the input fields.
- Click the
Test Resultbutton to generate the prediction.
This tool has been deployed using Streamlit. Learn about streamlit deployment here. Checkout the notebook repository here from where the pickle file has been imployed in the tool.
If you have any questions or feedback, feel free to reach out 🙂
- Email: chhetryaman3@gmail.com
- LinkedIn : @amankshetri
- Twitter : @iamamanchhetri