An advanced AI-powered diagnostic interface designed for automated classification of MRI scans using Deep Learning and Interpretability layers.
Encephlo bridges the gap between complex Neural Networks and clinical utility. By utilizing Transfer Learning and Grad-CAM visualization, this tool not only detects tumors but explains why it made the decision.
- AI Core: TensorFlow / Keras (ResNet50)
- UI/UX: Streamlit
- Interactivity: Plotly & OpenCV
- Scientific Analysis: Seaborn & Scikit-learn
/src: Application source code and UI logic./notebooks: Model training and data exploration (Colab)./models: Saved model weights (.h5).
- UI & Integration Lead: Nyx Lumen
- AI & Data Lead: Sid