Diagnostic Analysis
Upload a chest X-ray for AI-powered real-time classification with visual explainability
HIPAA Compliant
80.57%Model Accuracy
4Disease Classes
224×224Input Resolution
Grad-CAMVisual Explainability
Upload X-Ray Scan
JPG, PNG, BMP · High resolution recommended
Drop your X-ray here
or browse files from your device
🔒 Local Processing
⚡ ~2s Results
🧠 Grad-CAM Enabled
System Readiness
All diagnostics operational
- ✓ ResNet50 Model Loaded & Warmed Up
- ✓ Grad-CAM Engine Active
- ✓ Image Preprocessing Pipeline Ready
- ✓ 4-Class Softmax Classifier Initialized
HOW IT WORKS
1Upload a chest X-ray image
2AI preprocesses (224×224, normalized)
3ResNet50 runs 4-class inference
4Grad-CAM visualizes AI attention regions
5Consult physician for final decision