BrainAge AI — Advanced 3D Brain Age Prediction
Interactive web application for brain age prediction using deep learning.
Features
- 3D Brain Visualization with NiiVue and Three.js
- AI-Powered Age Prediction using SFCN dual-branch model
- 70+ Brain Region Analysis with volumetric measurements and z-scores
- LLM-Powered Clinical Insights via Groq (Llama 3.3 70B)
- Patient-Specific AI Chatbot for interactive clinical Q&A
- PDF Report Generation with AI narratives
- Secure Authentication with session-based login
Model
- Architecture: SFCN 3D CNN + Tabular MLP (BrainAgeDual)
- Training data: 6,050 healthy T1w MRIs across 12 datasets
- Lifespan MAE: 2.5 years | Pediatric MAE: 1.05 years
- Model repo: bilalEthizo/BrainAge-SFCN
Login
Default credentials: admin / admin
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