Model Performance
Diagnostic Accuracy
• Accuracy: ~92% on validation set
• Sensitivity: ~89% for malignant cases
• Specificity: ~94% for benign cases
• Processing time: <2 seconds
PCP Triage Portal
Upload a mammography image to get an AI-based malignancy risk score and forward flagged cases to the NCG oncologist worklist for immediate review and navigation.
How It Works
AI-Assisted Diagnosis
1. Enter patient details (name, email, phone)
2. Upload mammography scan (JPEG/PNG format)
3. Receive AI risk assessment in seconds
4. High-risk cases automatically forwarded to oncologist worklist
5. Patient can register with same email to view their results
About This AI Model
Our CNN model was trained on the CBIS-DDSM dataset with over 2,000 mammography images. It provides malignancy risk scores to assist PCPs in identifying cases requiring specialist referral.