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Table 2 Comparison of seeds generated using RISE, PatchConvNet and CAM-S

From: Deep superpixel generation and clustering for weakly supervised segmentation of brain tumors in MR images

Seeds

Dice

HD95

U-Dice

Test

BraTS 2023

Test

BraTS 2023

Test

BraTS 2023

RISE (Positive)

0.485

0.522

26.0

25.3

0.732

0.900

RISE (Negative)

0.946

0.922

0.000

0.000

0.900

0.857

PatchConvNet

0.005

0.001

69.3

89.9

0.026

0.015

CAM-S

0.610

0.594

19.3

27.2

0.560

0.569

  1. Dice coefficients, 95% Hausdorff distances, and undersegmented Dice coefficients between the seeds generated for the evaluated methods and true segmentations
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BMC Medical Imaging

ISSN: 1471-2342

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