clDice
PulseAugur coverage of clDice — every cluster mentioning clDice across labs, papers, and developer communities, ranked by signal.
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New SegCol dataset and challenge improve colonoscopy image segmentation
A new dataset and benchmark called SegCol has been introduced to improve semantic segmentation in colonoscopy images. This dataset, derived from the EndoMapper dataset, provides pixel-level annotations for surgical inst…
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New methods improve fiber bundle segmentation in brain histology
Researchers have developed new methods for segmenting fiber bundles in tracer histology data, a crucial step for understanding brain connectivity. The study compares traditional pixel-overlap losses like BCE and Dice wi…
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New method enhances image segmentation for slender structures
Researchers have developed Widest-Path Reachability Fields (WPRF), a novel method to improve the segmentation of slender, curvilinear structures in images. This technique addresses the issue of "topological gradient sta…