Alzheimer's disease classification on OASIS MRI (90:10)
99.93AccuracyTDA+DenseNet121
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TDA+DenseNet121# Classes=4, Train:Test=90:102026.02 | 99.93 | 1 | |
| Deep Multi-scale CNN# Classes=4, Train:Test=90:102026.02 | 98 | 0.9933 | |
| Deep Multi-scale CNN# Classes=4, Train:Test=90:102026.01 | 98 | 0.9933 | |
| Deep Multi-scale CNN# Classes=4, Train:Test=90:102025.12 | 98 | 0.9933 | |
| Ensemble of deep neural network# Classes=4, Train:Test=90:102026.02 | 93.18 | — | |
| Ensemble of deep neural network# Classes=4, Train:Test=90:102026.01 | 93.18 | — |