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Self-supervised learning transforms cardiac CT analysis, achieving unprecedented segmentation accuracy and efficiency with the largest expert-annotated dataset to date.
Clinical AI's competency space is so vast and irreducible that demonstrating success in one specific clinical scenario provides almost no guarantee of performance in another.