MediScan AI
AI-Powered Medical Image Diagnostics Platform
A three-service microservice platform that combines deep learning with clinical interfaces. Upload chest X-rays, brain MRIs, bone X-rays, or CT scans and receive instant AI predictions with Grad-CAM visual explanations, SHAP-style region analysis, and clinical reasoning.
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Multi-model DenseNet-121 for pneumonia, tumor, fracture & COVID detection
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Grad-CAM heatmaps & SHAP-style anatomical grid analysis
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JWT auth with RBAC (radiologist, physician, admin roles)
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PDF diagnostic report generation with analytics dashboard
React 19
Express.js
FastAPI
PyTorch
MongoDB
DenseNet-121
Grad-CAM
Architecture
React SPA
→
Express API
→
FastAPI + PyTorch