Learning Anatomy-Grounded CT Vision-Language Representations with Organ-Hierarchical Report Knowledge

Guoliang You, Hongming Li, Yuanwang Zhang +1

Medical vision-language pretraining (VLP) from paired CT images and radiology reports enables scalable representation learning, but most existing methods align either whole scans w…