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Table 6 DSC values for the first fold (fold0) and 5 folds

From: A deep learning-based self-adapting ensemble method for segmentation in gynecological brachytherapy

 

Model

DSC-fold0

DSC-5folds

Bladder

2D

0.902 ± 0.084

0.917 ± 0.054

3D-fullres

0.917 ± 0.231

0.935 ± 0.05

3D-cascade

0.908 ± 0.045

0.936 ± 0.051

Ensemble

–

0.935 ± 0.05

Rectum

2D

0.795 ± 0.115

0.808 ± 0.106

3D-fullres

0.805 ± 0.152

0.816 ± 0.098

3D-cascade

0.820 ± 0.131

0.831 ± 0.074

Ensemble

–

0.831 ± 0.074

HRCTV

2D

0.741 ± 0.112

0.763 ± 0.136

3D-fullres

0.780 ± 0.091

0.806 ± 0.108

3D-cascade

0.813 ± 0.102

0.836 ± 0.07

Ensemble

–

0.806 ± 0.108

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Radiation Oncology

ISSN: 1748-717X

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