Towards Clinical Diagnosis: Automated Stroke Lesion Segmentation on Multi-Spectral MR Image Using Convolutional Neural Network. - Zhiyang Liu; Chen Cao 007; Shuxue Ding; Zhiang Liu; Tong Han; Sheng Liu (IEEE Access, 2018)

Towards Clinical Diagnosis: Automated Stroke Lesion Segmentation on Multimodal MR Image Using Convolutional Neural Network. - Zhiyang Liu; Chen Cao 007; Shuxue Ding; Tong Han; Hong Wu; Sheng Liu (CoRR, 2018)

Automated Segmentation of Brain Gray Matter Nuclei on Quantitative Susceptibility Mapping Using Deep Convolutional Neural Network. - Chao Chai; Pengchong Qiao; Bin Zhao; Huiying Wang; Guohua Liu; Hong Wu; E. Mark Haacke; Wen Shen 008; Chen Cao 007; Xinchen Ye; Zhiyang Liu; Shuang Xia (CoRR, 2020)

Deep Learning-Based Acute Ischemic Stroke Lesion Segmentation Method on Multimodal MR Images Using a Few Fully Labeled Subjects. - Bin Zhao; Zhiyang Liu; Guohua Liu; Chen Cao 007; Song Jin; Hong Wu; Shuxue Ding (Comput. Math. Methods Medicine, 2021)

Automatic Acute Ischemic Stroke Lesion Segmentation Using Semi-supervised Learning. - Bin Zhao; Shuxue Ding; Hong Wu; Guohua Liu; Chen Cao 007; Song Jin; Zhiyang Liu (Int. J. Comput. Intell. Syst., 2021)

Brain gray matter nuclei segmentation on quantitative susceptibility mapping using dual-branch convolutional neural network. - Chao Chai; Pengchong Qiao; Bin Zhao; Huiying Wang; Guohua Liu; Hong Wu; Wen Shen 008; Chen Cao 007; Xinchen Ye; Zhiyang Liu; Shuang Xia (Artif. Intell. Medicine, 2022)

Combine unlabeled with labeled MR images to measure acute ischemic stroke lesion by stepwise learning. - Bin Zhao; Zhiyang Liu; Guohua Liu; Mengran Wu; Chen Cao 007; Song Jin; Hong Wu; Shuxue Ding (IET Image Process., 2022)