CortexAI - Brain Tumor Classification System

CortexAI is an innovative application that employs deep learning techniques to classify brain tumors from MRI scans. It features a collaborative platform for healthcare professionals to share insights and improve diagnostic practices collectively.

Features

• MRI Scan Analysis: Upload brain MRI scans for AI-assisted tumor classification
• Multi-class Classification: Identifies different types of brain tumors (Meningioma, Glioma, Pituitary)
• Confidence Metrics: Provides confidence levels for each classification result
• Healthcare Professional Forum: Collaborative platform for sharing insights and discussing cases
• Research Integration: Based on the latest research in medical imaging and deep learning

Technical Stack

• Backend: Flask (Python)
• Frontend: HTML, CSS, JavaScript, Bootstrap
• AI Model: Deep learning model for image classification (currently using a mock model)

Getting Started

1. Install the required dependencies:

   pip install flask numpy werkzeug
   

2. Run the application:

   python app.py
   

3. Access the application at http://localhost:8080

Future Enhancements

• Integration with a real deep learning model trained on brain MRI datasets
• User authentication and profile management
• Advanced forum features with search and filtering
• Integration with medical record systems
• Mobile application for on-the-go access