most citedProbabilistic Temporal Prediction of Continuous Disease Trajectories and Treatment Effects Using Neural SDEs

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cs.CV2026

MedCLIPSeg: Probabilistic Vision-Language Adaptation for Data-Efficient and Generalizable Medical Image Segmentation

Taha Koleilat, Hojat Asgariandehkordi, Omid Nejati Manzari +3

Medical image segmentation remains challenging due to limited annotations for training, ambiguous anatomical features, and domain shifts. While vision-language models such as CLIP…