MedSAM2 is a breakthrough medical image segmentation foundation model that addresses the critical need for efficient and accurate segmentation in precision medicine. Built upon the Segment Anything Model (SAM) 2.1 architecture, it uniquely bridges the gap between 2D and 3D medical image segmenta