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Table 5 Comparison results of the proposed network under different backbones

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

Backbones

IoU

DSC

Sen

Pre

Params/MB

VGG

0.7511

0.8578

0.9026

0.8173

103.05

ResNet

0.7911

0.8834

0.9250

0.8453

241.68

Inception

0.7678

0.8686

0.9127

0.8286

75.12

MobileNet

0.7569

0.8616

0.8998

0.8266

48.83

GhostNet

0.7781

0.8752

0.9098

0.8431

23.26

H-GhostNet

0.7938

0.8851

0.9282

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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