Traditional anatomy education relies primarily on 2D CT/MRI slice images, making it difficult for students to build three-dimensional spatial comprehension. Surveys showed that 80% of students found memorizing large volumes of anatomical terminology challenging, and 50% lacked intuitive visual aids. The Department of Digital Medicine, Division of Applied Medicine, collaborated with IntelliGen Technology Inc. to introduce an AI-driven 3D Medical Imaging Anatomy Education Platform (Anatomy Cloud), integrating fully automated organ segmentation with interactive learning design, implemented in the Year 3 medical anatomy curriculum.\n\nCore system features include: (1) Fully automated AI segmentation — deep learning models automatically convert CT images into up to 40 colored 3D organ models, eliminating the need for manual layer-by-layer annotation; (2) Interactive 3D manipulation — students can rotate, zoom, and toggle organ transparency in a browser for intuitive spatial understanding; (3) AI-powered Q&A learning — integrated large language model provides real-time anatomy knowledge responses to support self-directed learning; (4) Cross-device compatibility — supports computers, tablets, and smartphones with no time or location restrictions; (5) Cloud-based collaboration — teachers can customize and instantly share 3D teaching materials with the entire class, reducing lesson preparation time by approximately 40%. The platform combines high accessibility with high interactivity, effectively addressing the limitations of traditional teaching.