CAT: Constrained Adversarial Training for Anatomically-plausible Semi-supervised Segmentation.
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DOI: 10.1109/tmi.2023.3243069
Abstract: Deep learning models for semi-supervised medical image segmentation have achieved unprecedented performance for a wide range of tasks. Despite their high accuracy, these models may however yield predictions that are considered anatomically impossible by clinicians.… read more here.
Keywords: semi supervised; anatomically plausible; segmentation; constrained adversarial ... See more keywords