X-Ray Diagnosis
Upload a chest X-ray image to begin AI-powered analysis
Drop your X-Ray here
or click to browse (JPG, PNG)
Upload an X-ray and click Analyze to see results
Upload a chest X-ray and receive an AI-powered pneumonia diagnosis with visual explanations, secured permanently on the blockchain.
Upload a chest X-ray image to begin AI-powered analysis
Drop your X-Ray here
or click to browse (JPG, PNG)
Upload an X-ray and click Analyze to see results
Five layers of technology working together
Doctor uploads a chest X-ray image through the web interface
MobileNetV2 model classifies the image as Normal or Pneumonia
Grad-CAM generates a heatmap showing which lung regions influenced the diagnosis
Image is encrypted with AES-256 and fingerprinted with SHA-256
CID and hash are permanently recorded on Ethereum smart contract
Built with industry-standard tools for reliability and security
Deep learning framework powering the MobileNetV2 model
Gradient-weighted Class Activation Mapping for visual explanations
Military-grade encryption and tamper-proof hashing
InterPlanetary File System for decentralized image storage
Smart contracts on Ganache for immutable medical records
Backend API serving the AI model and processing pipeline