Table 3 Experimental performance of attention mechanisms.

From: Automated volumetric analysis of the inner ear fluid space from hydrops magnetic resonance imaging using 3D neural networks

Methods

MRC

Mi2

DSC

IoU

DSC

IoU

Our method with SE Attention [52]

0.9283

0.8665

0.7836

0.6475

Our method with Attention module [53]

0.9386

0.8670

0.7745

0.6365

Our method with Attention 3D U-Net [54]

0.9459

0.8975

0.8094

0.6840

Our method without Attention mechanisms

0.9370

0.8816

0.7835

0.6475

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