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Fig 1.

3D convolution.

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Fig 2.

Self-attention module.

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Fig 3.

Transformer model network structure.

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Fig 4.

VST Block network structure.

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Fig 5.

OM-VST model network structure.

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Fig 6.

Optimized Downsampling network structure.

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Fig 7.

Patch merging network structure.

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Fig 8.

Multi-scale feature information fusion module network structure.

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Table 1.

Experiment parameter configuration.

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Table 2.

Performance comparison of various categories.

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Fig 9.

Confusion matrix.

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Fig 10.

ROC curves.

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Fig 11.

Comparison of model accuracy.

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Fig 12.

P-R curve.

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Table 3.

Performance comparison of different models.

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Table 4.

Comparison of model parameters.

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Table 5.

Comparison of ablation experiment results.

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