MRI-Brain-Scan-Classification-For-AD-Detection

An AI-powered web application for classifying Alzheimer's Disease from brain scan images using deep learning.

Features

• Upload NIfTI (.nii) brain scan files
• AI-powered classification into 3 categories:
  • AD (Alzheimer's Disease)
  • CN (Cognitively Normal)
  • MCI (Mild Cognitive Impairment)
• Confidence scores and detailed analysis
• Interactive visualizations

How to Run the App

1. Clone the Repository

git clone https://github.com/dudesoccer123/MRI-Brain-Scan-Classification-For-AD-Detection.git
cd MRI-Brain-Scan-Classification-For-AD-Detection

2. Build and Run Using Docker Compose

docker-compose up --build

3. Use the App

• Open your browser and go to http://localhost:8501
• Upload a .nii brain scan file (MRI)
• Click "Analyze Brain Scan" to get results

Medical Disclaimer

⚠️ This tool is for research purposes only and should not be used as a substitute for professional medical diagnosis.

Model

Uses EfficientNetB2 with Squeeze-and-Excitation Attention blocks, trained on brain imaging data.