Table 8 Generalization performance of various models on the OASIS Dataset.

From: A deep learning model for early diagnosis of alzheimer’s disease combined with 3D CNN and video Swin transformer

Methods

Test dataset

Accuracy(%)

AUC

3D ResNet

OASIS

65.38

0.7596

3D Convnext

OASIS

62.50

0.6698

3D Swin Transformer

OASIS

57.69

0.6320

Video Swin Transformer

OASIS

62.50

0.6760

Proposed method

OASIS

75.96

0.8177

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