Disease Classification on ASOCA
87.5AccuracyMLP (Radiomic + Geometric)
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MLP (Radiomic + Geometric)Feature set=Radiomic + Geometric, Model type=MLP, Feature source=Anatomix, Evaluation protocol=5-fold cross-validation and 3 random seeds2025.06 | 87.5 | 88.11 | 90 | 88.01 | 85 | |
| MLP (Radiomic Only)Feature set=Radiomic Only, Model type=MLP, Feature source=Anatomix, Evaluation protocol=5-fold cross-validation and 3 random seeds2025.06 | 82.5 | 83.6 | 85 | 83.7 | 80 | |
| MLP (Geometric Only)Feature set=Geometric Only, Model type=MLP, Feature source=Anatomix, Evaluation protocol=5-fold cross-validation and 3 random seeds2025.06 | 76.67 | 83.56 | 73.33 | 74.35 | 80 | |
| ResNet-50 BaselineFeature set=Raw Intensity Data, Model type=ResNet-50, Evaluation protocol=5-fold cross-validation and 3 random seeds2025.06 | 67.5 | 84.76 | 60 | 59.88 | 75 |