Jia-He Hou

AtlasCT: Report-Conditioned 3D CT Synthesis with a Learnable Population Atlas Prior

Medical image synthesis can reduce data scarcity, but volumetric generation must preserve anatomy across planes. In chest computed tomography (CT), report conditioning specifies pathology but gives little spatial guidance, while mask-guided methods require a case-specific segmentation at inference. AtlasCT removes that...