Brain Age Estimation from MRI Using a Two-Stage Cascade Network with Ranking Loss. - Ziyang Liu 002; Jian Cheng 002; Haogang Zhu; Jicong Zhang; Tao Liu 067 (MICCAI (7), 2020)

Brain Age Estimation From MRI Using Cascade Networks With Ranking Loss. - Jian Cheng 002; Ziyang Liu 002; Hao Guan; Zhenzhou Wu; Haogang Zhu; Jiyang Jiang; Wei Wen; Dacheng Tao; Tao Liu 067 (IEEE Trans. Medical Imaging, 2021)

A Deep Learning System to Predict Recurrence and Disability Outcomes in Patients with Transient Ischemic Attack or Ischemic Stroke. - Jing Jing 002; Ziyang Liu 002; Hao Guan; Wanlin Zhu; Zhe Zhang; Xia Meng; Jian Cheng 002; Yuesong Pan; Yong Jiang; Yilong Wang; Haijun Niu; Xingquan Zhao; et al. (Adv. Intell. Syst., 2023)

CT perfusion parameter estimation in stroke using neural network with transformer and physical model priors. - Luyao Luo; Pan Liu; Wanxing Ye; Fengwei Chen; Yu Liu; Ziyang Liu 002; Jing Jing 002; Yunyun Xiong; Wanlin Zhu; Yong Jiang; Jian Cheng 002; Yongjun Wang; et al. (Comput. Biol. Medicine, 2024)

C3R: Category contrastive adaptation and consistency regularization for cross-modality medical image segmentation. - Shaodong Ding; Ziyang Liu 002; Pan Liu; Wanlin Zhu; Hong Xu; Zixiao Li; Haijun Niu; Jian Cheng 002; Tao Liu 067 (Expert Syst. Appl., 2025)