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Table 5 Comparison of IVUS segmentation metrics between our study and previous related studies

From: Comparison of deep learning-based image segmentation methods for intravascular ultrasound on retrospective and large image cohort study

Related studies

Lumen

EEM

DSC

IoU

HD (mm)

DSC

IoU

HD (mm)

Du et al. [11]

0.927

0.911

0.336

0.944

0.933

0.367

Kim et al. [12]

0.900

0.810

1.460

0.840

0.730

1.460

IVUS-Net [8]

0.947

0.900

0.260

0.925

0.860

0.480

Balocco et al. [13]

0.936

0.880

0.340

0.953

0.910

0.310

Ours

0.958

0.921

0.237

0.975

0.951

0.184

  1. The segmentation performance of eight participants on two IVUS datasets is provided in the study by Balocco et al. [13] For comparison purposes, we selected the lumen and EEM optimal results for reference
  2. The bold values indicate the optimal values for different studies
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