Table 3 Ablation experiment results of network structure.

From: Edge-guided multi-scale adaptive feature fusion network for liver tumor segmentation

Model

Dice

VOE

RVD

Recall

HD95 (mm)

Base

Base + AFFM

0.6619

0.4400

0.1153

0.6262

34.53

0.7048

0.4012

0.1305

0.6736

26.26

Base + ESGM

0.7025

0.4024

0.1439

0.6618

25.94

MAEG-Net

0.7184

0.3864

0.1238

0.7026

23.64

  1. Base Baseline, AFFM Adaptive feature fusion module, ESGM Edge sensing guided module.
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