MediCare - A Multiple Disease Prediction System ๐Ÿง‘โ€โš•๏ธ

Aman Kshetri

MediCare - A Multiple Disease Prediction System ๐Ÿง‘โ€โš•๏ธ

MediCare- Homepage
MediCare- Homepage
An all-in-one, sophisticated machine learning tool capable of predicting disease risk factors considering multiple health parameters.

๐Ÿ“” Table of Contents

Dataset
Dependencies
Installation
Usage
Deployment and Notebook
Contact

๐Ÿ“ถ Dataset

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.

๐Ÿงฐ Dependencies

streamlit scikit-learn
numpy pandas matplotlib seaborn

โš™๏ธ Installation

Clone the repository and install the required dependencies using the following commands:
git clone https://github.com/aman-chhetri/MediCare.git
cd MediCare
pip install -r requirements.txt
streamlit run app.py

โฏ๏ธ Usage

Open the app in your web browser.
Enter the required information in the input fields.
Click the Test Result button to generate the prediction.

๐Ÿšฉ Deployment and Notebook

This tool has been deployed using Streamlit. Learn about Streamlit deployment here. Check out the notebook repository here from which the pickle file has been employed in the tool.

๐Ÿ“ฉ Contact

If you have any questions or feedback, feel free to reach out ๐Ÿ™‚
LinkedIn: @amankshetri
Twitter : @iamamanchhetri
ยฉ 2024 Aman Kshetri ๐Ÿ‘จโ€๐Ÿ’ป
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Posted May 28, 2025

An all-in-one, sophisticated machine learning tool capable of predicting disease risk factors considering multiple health parameters.

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Aug 10, 2024 - Aug 15, 2024

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