A lightweight multi-task output head that jointly learns mask, contour, and distance maps improves polyp segmentation across four standard network architectures.
IEEE Transactions on Pattern Analysis and Machine Intelligence 39, 2481--2495 (2016)
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Conv-MCD: A Plug-and-Play Multi-task Module for Medical Image Segmentation
A lightweight multi-task output head that jointly learns mask, contour, and distance maps improves polyp segmentation across four standard network architectures.