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Table 2 Comparison results of the proposed network with other networks based on U-Net

From: Fovea-UNet: detection and segmentation of lymph node metastases in colorectal cancer with deep learning

Networks

IoU

DSC

Sen

Sp

Pre

Params/MB

U-Net

0.6644

0.7984

0.8529

0.9468

0.7504

147.59

U-Net +  + 

0.7255

0.8409

0.8913

0.9585

0.7959

184.58

Double U-Net

0.7290

0.8432

0.9072

0.9671

0.7877

173.99

Triple U-Net

0.7602

0.8564

0.9046

0.9626

0.8131

369.39

Attention U-Net

0.7822

0.8778

0.9212

0.9693

0.8383

175.76

Fovea-Unet

0.7938

0.8851

0.9282

0.9680

0.8457

23.26

  1. Bold font indicates the best value for each metric
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BioMedical Engineering OnLine

ISSN: 1475-925X

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