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MediScan AI – Multi-Disease Medical Image Diagnosis and Health Assistance System Project

MediScan AI is an intelligent healthcare platform that uses Deep Learning and Artificial Intelligence to detect multiple diseases such as Brain Tumor, Kidney Cancer, Lung Cancer, Skin Cancer, and Breast Cancer from medical images. The …

Difficulty Level
Intermediate
Core Modules
7 Modules
Laptop frame

Project Overview

MediScan AI is a web-based medical diagnosis platform designed to assist users in the early detection of critical diseases using Artificial Intelligence and Deep Learning techniques. The system allows users to upload medical images and select a disease detection model. Pre-trained deep learning models analyze the images and predict disease categories with confidence scores.

The platform supports the detection of Brain Tumors, Kidney Cancer, Lung Cancer, Skin Cancer, and Breast Cancer using specialized neural network models. Users can view and manage their diagnosis history, interact with an AI-powered healthcare chatbot for disease-related information, schedule health reminders through an integrated calendar system, and access educational articles and exercise recommendations.

By combining medical image analysis, AI-powered health assistance, personalized health management, and patient engagement tools, the platform provides an accessible and efficient solution for preliminary disease screening and healthcare awareness.

Module Breakdown 7 Modules

User Authentication & Management
Handles user registration, login, logout, and profile management. Only authenticated users can access prediction history and personal health features.
Multi-Cancer Detection Module :
Allows users to upload medical images and select a cancer detection model. The system processes the image using trained Deep Learning models and predicts the disease category along with confidence percentage.
Prediction History Management :
Stores all user predictions and allows users to review previous results. Includes filtering, searching, pagination, and history deletion functionality.
AI Healthcare Chatbot :
An AI-powered chatbot integrated with GROQ API that answers user questions related to cancer, symptoms, treatments, and general health information.
Health Knowledge Center
Provides educational content through articles and exercise recommendations to promote health awareness and preventive care.
Personal Health Calendar :
Allows users to create, update, view, and delete health-related notes and reminders on specific dates.
Image Processing & Model Management :
Responsible for loading AI models, preprocessing uploaded images, validating inputs, and managing prediction workflows.

Technology Stack

Python HTML CSS3 Java Script Django SQLite

Project Screenshots 5 Screenshots

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Project Abstract

MediScan AI is a web-based medical diagnosis platform designed to assist users in the early detection of critical diseases using Artificial Intelligence and Deep Learning techniques. The system allows users to upload medical images and select a disease detection model. Pre-trained deep learning models analyze the images and predict disease categories with confidence scores. The platform supports the detection of Brain Tumors, Kidney Cancer, Lung Cancer, Skin Cancer, and Breast Cancer using specialized neural network models. Users can view and manage their diagnosis history, interact with an AI-powered healthcare chatbot for disease-related information, schedule health reminders through an integrated calendar system, and access educational articles and exercise recommendations. By combining medical image analysis, AI-powered health assistance, personalized health management, and patient engagement tools, the platform provides an accessible and efficient solution for preliminary disease screening and healthcare awareness.

Project Kit Includes

Complete Source Code
Database Schema & Setup Guide
Project Report Template
Completion Certificate
Installation & Deployment Guide

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