CycleGAN Clinical Image Augmentation Based on Mask Self-Attention Mechanism. - Junzhuo Liu 001; Zhixiang Wang; Ye Zhang; Alberto Traverso; Andre Dekker; Zhen Zhang 058; Qiaosong Chen (IEEE Access, 2022)

GAN-based one dimensional medical data augmentation. - Ye Zhang; Zhixiang Wang; Zhen Zhang 058; Junzhuo Liu 001; Ying Feng; Leonard Wee; Andre Dekker; Qiaosong Chen; Alberto Traverso (Soft Comput., 2023)

FedDUS: Lung tumor segmentation on CT images through federated semi-supervised with dynamic update strategy. - Dan Wang; Chu Han; Zhen Zhang 058; Tiantian Zhai; Huan Lin; Baoyao Yang; Yanfen Cui; Yinbing Lin; Zhihe Zhao; Lujun Zhao; Changhong Liang; An Zeng; et al. (Comput. Methods Programs Biomed., 2024)

Data-efficient federated semi-supervised learning framework via pseudo supervision refinement strategy for lung tumor segmentation. - Weixing Li; Xipeng Pan; Zhen Zhang 058; Guangyao Wu; Guanchao Ye; Leonard Wee; Andre Dekker; Chu Han; Lei Shi; Zaiyi Liu; Zhenbing Liu; Zhenwei Shi (Biomed. Signal Process. Control., 2025)