Focal Cortical Dysplasia (FCD) detection on Dataset-1 (test)
80AccuracyProposed (real expanded)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Proposed (real expanded)Pathology=FCD, Training Samples (Controls : Patients)=70:70, Trainable Parameters=17M, Test Samples (Controls : Patients)=15:152026.06 | 80 | 80 | 80 | |
| Proposed (reduced real+synthetic)Pathology=FCD, Training Samples (Controls : Patients)=35:35 + Augmentation, Trainable Parameters=17M, Test Samples (Controls : Patients)=15:152026.06 | 73 | 73 | 73 | |
| MELD-1Pathology=FCD, Training Samples (Controls : Patients)=180:278, Trainable Parameters=~2k, Test Samples (Controls : Patients)=15:152026.06 | 40 | 60 | 20 |