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Observer Choice and Threshold Selection in Retinal Vessel Segmentation: A Subject-Separated Evaluation

Xu, Wenhao et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognition
The annotation used to select a segmentation threshold is part of the evaluation protocol, yet its effect is easily conflated with model quality. We examine this choice for retinal vessel segmentation using all 28 CHASE DB1 images and both human annotations. A fixed seven-fold protocol keeps both ey
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