Reconstruction of Isotropic High-Resolution MR Image from Multiple Anisotropic Scans Using Sparse Fidelity Loss and Adversarial Regularization. - Kai Xuan; Dongming Wei; Dijia Wu; Zhong Xue; Yiqiang Zhan; Weiwu Yao; Qian Wang 001 (MICCAI (3), 2019)

A Self-ensembling Framework for Semi-supervised Knee Cartilage Defects Assessment with Dual-Consistency. - Jiayu Huo; Liping Si; Xi Ouyang; Kai Xuan; Weiwu Yao; Zhong Xue; Qian Wang 001; Dinggang Shen; Lichi Zhang (PRIME@MICCAI, 2020)

A Self-ensembling Framework for Semi-supervised Knee Osteoarthritis Localization and Classification with Dual-Consistency. - Jiayu Huo; Liping Si; Xi Ouyang; Kai Xuan; Weiwu Yao; Zhong Xue; Lichi Zhang; Qian Wang 001 (CoRR, 2020)

Reducing magnetic resonance image spacing by learning without ground-truth. - Kai Xuan; Liping Si; Lichi Zhang; Zhong Xue; Yining Jiao; Weiwu Yao; Dinggang Shen; Dijia Wu; Qian Wang 001 (Pattern Recognit., 2021)

Local Graph Fusion of Multi-view MR Images for Knee Osteoarthritis Diagnosis. - Zixu Zhuang; Sheng Wang 014; Liping Si; Kai Xuan; Zhong Xue; Dinggang Shen; Lichi Zhang; Weiwu Yao; Qian Wang 001 (MICCAI (3), 2022)

Automatic Grading Assessments for Knee MRI Cartilage Defects via Self-ensembling Semi-supervised Learning with Dual-Consistency. - Jiayu Huo; Xi Ouyang; Liping Si; Kai Xuan; Sheng Wang 014; Weiwu Yao; Ying Liu; Jia Xu; Dahong Qian; Zhong Xue; Qian Wang 001; Dinggang Shen; et al. (Medical Image Anal., 2022)

Dealing with Heterogeneous 3d Mr Knee Images: A Federated Few-Shot Learning Method with Dual Knowledge Distillation. - Xiaoxiao He; Chaowei Tan; Bo Liu 005; Liping Si; Weiwu Yao; Liang Zhao 018; Di Liu 003; Qilong Zhangli; Qi Chang; Kang Li 004; Dimitris N. Metaxas (ISBI, 2023)

Knee Cartilage Defect Assessment by Graph Representation and Surface Convolution. - Zixu Zhuang; Liping Si; Sheng Wang 014; Kai Xuan; Xi Ouyang; Yiqiang Zhan; Zhong Xue; Lichi Zhang; Dinggang Shen; Weiwu Yao; Qian Wang 001 (IEEE Trans. Medical Imaging, 2023)

Evaluation of Image Quality and Detectability of Deep Learning Image Reconstruction (DLIR) Algorithm in Single- and Dual-energy CT. - Jingyu Zhong; Hailin Shen; Yong Chen; Yihan Xia; Xiaomeng Shi; Wei Lu; Jianying Li; Yue Xing; Yangfan Hu; Xiang Ge; Defang Ding; Zhenming Jiang; et al. (J. Digit. Imaging, 2023)

Deep learning image reconstruction generates thinner slice iodine maps with improved image quality to increase diagnostic acceptance and lesion conspicuity: a prospective study on abdominal dual-energy CT. - Jingyu Zhong; Lingyun Wang; Chao Yan; Yue Xing; Yangfan Hu; Defang Ding; Xiang Ge; Jianying Li; Wei Lu; Xiaomeng Shi; Fei Yuan; Weiwu Yao; et al. (BMC Medical Imaging, 2024)