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Table 4 Attention module ablation experiment

From: An ultrasound image segmentation method for thyroid nodules based on dual-path attention mechanism-enhanced UNet++

Model

ECA

GC

GAM

IoU

F1_score

Baseline

   

0.7311

0.8136

Baseline

✓

  

0.7244

0.8085

Baseline

 

✓

 

0.7370

0.8208

Baseline

  

✓

0.7286

0.8143

Baseline

 

✓

✓

0.7451

0.8310

  1. Where Baseline is a UNet++ model