Brain Lesion Synthesis via Progressive Adversarial Variational Auto-Encoder [0.03%]
基于渐进对抗变分自编码器的脑病变合成方法
Jiayu Huo,Vejay Vakharia,Chengyuan Wu et al.
Jiayu Huo et al.
In this paper, we propose a progressive brain lesion synthesis framework (PAVAE) to expand both the quantity and diversity of the training dataset. Concretely, our framework consists of two sequential networks: a mask synthesis network and a mask-guided lesion synthesis network.