MediScan

Overview

MediScan is a web-based medical prediction application that leverages machine learning models to assist in healthcare diagnostics. The platform provides predictive analytics for multiple medical conditions through an accessible web interface.

Key Features

Diabetes Prediction: ML model for diabetes risk assessment
Heart Disease Prediction: Cardiovascular health prediction model
Pneumonia Classification: Three-class pneumonia detection system
Web Interface: Django-based platform for easy access
Medical AI Integration: Multiple specialized healthcare models

Technologies

Framework: Django web framework
Machine Learning: Custom-trained models for medical predictions
Development: Jupyter notebooks for model development

Medical Predictions

Diabetes risk assessment
Heart disease prediction
Pneumonia classification (3 classes)
Web-based prediction interface

Architecture

Django backend (mediscan_site)
Predictor app module for ML model integration
Organized model structure for different medical conditions
User-friendly web interface for predictions