Ablation study regarding pre-training with the simplified task.

BLEU Reduction denotes the reduction in BLEU score from the uncompressed model’s score of 34.63. The accuracy of the model increases for PET when we apply the pre-training with the simplified task.

Figshare2023-07-06 更新20

Ablation study results for classification task.

Transformer-based deep learning architectures have achieved notable success across various medical image analysis tasks, driven by the global modeling capabilities of the self-attention mechanism. How

NIAID Data Ecosystem00

Ablation study results for segmentation task.

Transformer-based deep learning architectures have achieved notable success across various medical image analysis tasks, driven by the global modeling capabilities of the self-attention mechanism. How

NIAID Data Ecosystem10