Towards Foundation Models Learned from Anatomy in Medical Imaging via Self-Supervision

Mohammad Reza Hosseinzadeh Taher, Michael B. Gotway, Jianming Liang

Human anatomy is the foundation of medical imaging and boasts one striking characteristic: its hierarchy in nature, exhibiting two intrinsic properties: (1) locality: each anatomic…