Hong-Xu Yang

PCaPaint: Prostate Cancer Inpainting by Mitigating Shortcut Learning

The development of AI systems for tumor-specific applications is limited by the scarcity of labeled data. Synthetic tumor inpainting offers a promising approach but faces challenges for prostate cancer MRI which contains high-resolution multi-sequence data. Although methods leveraging latent diffusion models (LDMs) ena...