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The results show that a frozen renal feature extractor can support both detection and representation-level characterization of glomerular abnormalities without using abnormal examples to fit the detector.
Unlock instance segmentation from semantic masks alone with MORI-Seg, which learns morphological geometry to disentangle touching objects without instance-level annotations.
