Focal Cortical Dysplasia (FCD) detection on Dataset-3 (test)
68AccuracyProposed (real expanded)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Proposed (real expanded)Pathology=FCD, Training Samples (Controls : Patients)=70:70, Trainable Parameters=17M, Test Samples (Controls : Patients)=14:52026.06 | 68 | 64 | 80 | |
| MELD-1Pathology=FCD, Training Samples (Controls : Patients)=180:278, Trainable Parameters=~2k, Test Samples (Controls : Patients)=14:52026.06 | 58 | 57 | 60 | |
| Proposed (reduced real+synthetic)Pathology=FCD, Training Samples (Controls : Patients)=35:35, Trainable Parameters=17M, Test Samples (Controls : Patients)=14:52026.06 | 58 | 50 | 80 |