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MaLViL slashes memory usage by 83x while achieving state-of-the-art accuracy in medical image segmentation.
Higher-capacity image encoders can dramatically boost classification accuracy in breast ultrasound analysis by enhancing graph homophily.
Complementary ultrasound representations can boost liver disease classification accuracy by over 30%, revealing critical insights into subtle tissue changes that conventional imaging misses.