Table 1 Segmentation performance of U-Net based models with34.

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

2D U-Net with [35]

0.7936

0.7018

0.6017

0.4616

3D U-Net with [35]

0.8149

0.7805

0.6934

0.5409

2D nnU-Net with [35]

0.8581

0.8177

0.7362

0.5739

3D nnU-Net with [35]

0.8662

0.8348

0.7573

0.6032

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