MS-DKC: A Dataset Knowledge Card Framework for Designing and Adapting Medical Image Segmentation Models 事件

MS-DKC: A Dataset Knowledge Card Framework for Designing and Adapting Medical Image Segmentation Models arXiv:2606.06103v1 Announce Type: new Abstract: Medical image segmentation is often framed as a search for stronger architectures, but this can obscure a more fundamental question: what does the dataset require from the model? In medical imaging, this requirement is shaped by foreground occupancy, morphology, boundary ambiguity, topology sensitivity, annotation quality, acquisition variation,