Controllable Lung Nodule Synthesis via Histogram-Regularized Latent Diffusion Models 事件

Controllable Lung Nodule Synthesis via Histogram-Regularized Latent Diffusion Models arXiv:2605.30631v1 Announce Type: new Abstract: While automated diagnosis systems have achieved remarkable success in computed tomography (CT)-based lung cancer screening, their development remains limited by the scarcity of diverse, annotated pulmonary nodule datasets. Diffusion-based generative models offer a promising strategy for data synthesis; however, many existing conditional approaches primarily optimi