Disease Prediction Web Application using Machine Learning
Disease Prediction
Overview
Multiple Disease Prediction Web App is a health-related project made using Python and Streamlit. It allows users to enter their health details like symptoms or test results and get predictions for diseases such as Diabetes, Heart Disease, Parkinson’s, Liver Disease, Hepatitis, and Jaundice.The app uses machine learning models trained on real health data. Users can pick a disease from the sidebar, fill out the form, and get instant prediction results.This project is perfect for students, beginners in AI/ML, or anyone looking to build a health-focused project using Python.
Project Information
| Project Name | Multiple Disease Prediction Webapp |
|---|---|
| Language/s Used | Python, Streamlit |
| Python Version (Recommended) | 3.8+ |
| Type | Web Application |
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Available Features
- Streamlit Web Interface – Fast and intuitive GUI with sidebar for disease navigation.
- Predictive Models for Multiple Diseases:
- Diabetes
- Heart Disease
- Parkinson’s Disease
- Liver Disease
- Hepatitis
- Jaundice
- Pre-trained ML Models – Includes models trained using real datasets.
- User Input Forms – Enter symptoms or test values directly.
- Modular Codebase – Clean and organized structure for each disease.
- Integrated Image Assets – Disease-related visuals enhance user interaction.
- Standalone Deployment – Does not require backend server or external database.
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