DR
Dr. Vincent Santos
Diagnostic Results
Patient Record
ID: #P-10026
Full Name
Maria Mercedes
Age / Sex
62 y/o (Female)
BMI
24.5 (Normal)
Fracture History
Yes (Right Hip)
AI Classification
EfficientNet-B0
Osteoporosis
Diagnostic Confidence
94.8%
| Normal | Osteopenia | Osteoporosis |
|---|---|---|
| 1.2% | 4.0% | 94.8% |
Grad-CAM Explainability
Heatmap highlights region of trabecular bone loss in femoral neck.
CLAHE Image Enhancement Workspace
Contrast Adjustment Controls
Fine-tune contrast limiting adaptive histogram equalization for X-ray detail extraction.