AD vs. NC Classification on Merged (ADNI + AIBL + OASIS)
98.33AccuracyMultiple Inputs and Mixed Data 3D Vision Transformer
Evaluation results
| Method | Links | |
|---|---|---|
| Multiple Inputs and Mixed Data 3D Vision TransformerModel=3D Vision Transformer, ROI Configuration=Single ROI, Region of Interest (ROI) Specification=Fornix-Right2026.02 | 98.33 | |
| Multiple Inputs and Mixed Data 3D Vision TransformerModel=3D Vision Transformer, ROI Configuration=Single ROI, Region of Interest (ROI) Specification=Parietal Lobe-Right2026.02 | 98.33 | |
| Multiple Inputs and Mixed Data 3D Vision TransformerModel=3D Vision Transformer, ROI Configuration=Single ROI, Region of Interest (ROI) Specification=Temporal Lobe-Left2026.02 | 98.33 | |
| Multiple Inputs and Mixed Data 3D Vision TransformerModel=3D Vision Transformer, ROI Configuration=Single ROI, Region of Interest (ROI) Specification=Frontal Lobe-Left2026.02 | 98.1 | |
| Multiple Inputs and Mixed Data 3D Vision TransformerModel=3D Vision Transformer, ROI Configuration=Single ROI, Region of Interest (ROI) Specification=Entorhinal Cortex-Left2026.02 | 97.86 | |
| Multiple Inputs and Mixed Data 3D Vision TransformerModel=3D Vision Transformer, ROI Configuration=Single ROI, Region of Interest (ROI) Specification=Hippocampus-Left2026.02 | 97.86 | |
| Multiple Inputs and Mixed Data 3D Vision TransformerModel=3D Vision Transformer, ROI Configuration=Multiple ROIs2026.02 | 97.14 |