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Table 5 U-Net uses PT and MSRCR-PT ablation experiments on the Drishti-GS1 dataset

From: RSAP-Net: joint optic disc and cup segmentation with a residual spatial attention path module and MSRCR-PT pre-processing algorithm

Method

Parament (KB)

OD (mean/std)

OC (mean/std)

F1

BLE(px)

F1

BLE(px)

U-Net[21]

67535

0.9600/0.020

7.23/4.51

0.8500/0.100

19.53/13.98

U-Net+PT

67535

0.9658/0.014

6.85/3.48

0.8681/0.110

15.63/8.51

U-Net+MSRCR-PT

67535

0.9681/0.012

6.38/3.43

0.8793/0.090

13.11/6.87

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BMC Bioinformatics

ISSN: 1471-2105

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