Enhancing Knee Disease Diagnosis via Multi-View Graph Representation With Multi-Task Pre-Training.

Kai Xuan

Zixu Zhuang Dongdong Chen 0003 Sheng Wang 0014 Kai Xuan Xiangyu Zhao 0003 Zhong Xue Dinggang Shen Lichi Zhang Weiwu Yao Qian Wang 0001 Enhancing Knee Disease Diagnosis via Multi-View Graph Representation With Multi-Task Pre-Training. 2026 May 2493-2504 45 IEEE Trans. Medical Imaging 5 https://doi.org/10.1109/TMI.2026.3656355 db/journals/tmi/tmi45.html#ZhuangCWXZXSZYW26 streams/journals/tmi

Wenlong Ming Wenbin Ye 0007 Kai Xuan Xiangxue Wang KEGnet: A Knowledge-Enhanced Graph Attention Framework for Gene Biomarker Discovery and Prognosis Prediction in Cancer. 6218-6225 2025 BIBM https://doi.org/10.1109/BIBM66473.2025.11356656 conf/bibm/2025 db/conf/bibm/bibm2025.html#MingYXW25

Jiangdong Cai Yan Chen Zhenrong Shen 0001 Haotian Jiang Honglin Xiong Kai Xuan Lichi Zhang Qian Wang 0001 Pathology Image Restoration via Mixture of Prompts. 2025 March abs/2503.12399 CoRR https://doi.org/10.48550/arXiv.2503.12399 db/journals/corr/corr2503.html#abs-2503-12399 streams/journals/corr

Xiangyu Zhao 0003 Di Zang Sheng Wang 0014 Zhenrong Shen 0001 Kai Xuan Zeyu Wei Zhe Wang Ruizhe Zheng Xuehai Wu Zheren Li Qian Wang 0001 Zengxin Qi Lichi Zhang sTBI-GAN: An adversarial learning approach for data synthesis on traumatic brain segmentation. 102325 2024 112 Comput. Medical Imaging Graph. https://doi.org/10.1016/j.compmedimag.2024.102325 db/journals/cmig/cmig112.html#ZhaoZWSXWWZWLWQZ24

Xin Wang 0125 Sheng Wang 0014 Honglin Xiong Kai Xuan Zixu Zhuang Mengjun Liu Zhenrong Shen 0001 Xiangyu Zhao 0003 Lichi Zhang Qian Wang 0001 Spatial attention-based implicit neural representation for arbitrary reduction of MRI slice spacing. 103158 2024 94 Medical Image Anal. https://doi.org/10.1016/j.media.2024.103158 db/journals/mia/mia94.html#WangWXXZLSZZW24

Shao Fei Bo Jun-Hui Ou Yanjun Peng Kai Xuan Jin-Xu Xu Xiu Yin Zhang Broadband GaAs HBT Doherty Power Amplifier for 5G NR Mobile Handset. 527-531 2024 February 71 IEEE Trans. Circuits Syst. II Express Briefs 2 https://doi.org/10.1109/TCSII.2023.3291528 db/journals/tcasII/tcasII71.html#BoOPXXZ24

Xiao-Sheng Liufu Jin-Xu Xu Liang Xu Kai Xuan Xiu Yin Zhang Heterogeneously Integrated Filtering Power Amplifier for Radio Determination Satellite Service. 3283-3287 2023 September 70 IEEE Trans. Circuits Syst. II Express Briefs 9 https://doi.org/10.1109/TCSII.2023.3262042 db/journals/tcasII/tcasII70.html#LiufuXXXZ23

Zixu Zhuang Liping Si Sheng Wang 0014 Kai Xuan Xi Ouyang Yiqiang Zhan Zhong Xue Lichi Zhang Dinggang Shen Weiwu Yao Qian Wang 0001 Knee Cartilage Defect Assessment by Graph Representation and Surface Convolution. 368-379 2023 February 42 IEEE Trans. Medical Imaging 2 https://doi.org/10.1109/TMI.2022.3206042 db/journals/tmi/tmi42.html#ZhuangSWXOZXZSYW23

Xin Wang 0125 Zhenrong Shen 0001 Zhiyun Song Sheng Wang 0014 Mengjun Liu Lichi Zhang Kai Xuan Qian Wang 0001 Arbitrary Reduction of MRI Inter-slice Spacing Using Hierarchical Feature Conditional Diffusion. 23-32 2023 MLMI@MICCAI (1) https://doi.org/10.1007/978-3-031-45673-2_3 conf/mlmi-ws/2023-1 db/conf/mlmi-ws/mlmi2023-1.html#WangSSWLZXW23

Jiayu Huo Xi Ouyang Liping Si Kai Xuan Sheng Wang 0014 Weiwu Yao Ying Liu Jia Xu Dahong Qian Zhong Xue Qian Wang 0001 Dinggang Shen Lichi Zhang Automatic Grading Assessments for Knee MRI Cartilage Defects via Self-ensembling Semi-supervised Learning with Dual-Consistency. 102508 2022 80 Medical Image Anal. https://doi.org/10.1016/j.media.2022.102508 db/journals/mia/mia80.html#HuoOSXWYLXQX0SZ22

Kai Xuan Lei Xiang 0001 Xiaoqian Huang Lichi Zhang Shu Liao Dinggang Shen Qian Wang 0001 Multimodal MRI Reconstruction Assisted With Spatial Alignment Network. 2499-2509 2022 41 IEEE Trans. Medical Imaging 9 https://doi.org/10.1109/TMI.2022.3164050 db/journals/tmi/tmi41.html#XuanXHZLSW22

Zixu Zhuang Sheng Wang 0014 Liping Si Kai Xuan Zhong Xue Dinggang Shen Lichi Zhang Weiwu Yao Qian Wang 0001 Local Graph Fusion of Multi-view MR Images for Knee Osteoarthritis Diagnosis. 554-563 2022 MICCAI (3) https://doi.org/10.1007/978-3-031-16437-8_53 conf/miccai/2022-3 db/conf/miccai/miccai2022-3.html#ZhuangWSXXSZYW22

Zixu Zhuang Liping Si Sheng Wang 0014 Kai Xuan Xi Ouyang Yiqiang Zhan Zhong Xue Lichi Zhang Dinggang Shen Weiwu Yao Qian Wang 0001 Knee Cartilage Defect Assessment by Graph Representation and Surface Convolution. 2022 abs/2201.04318 CoRR https://arxiv.org/abs/2201.04318 db/journals/corr/corr2201.html#abs-2201-04318

Xin Wang 0125 Kai Xuan Sheng Wang 0014 Honglin Xiong Lichi Zhang Qian Wang 0001 Arbitrary Reduction of MRI Slice Spacing Based on Local-Aware Implicit Representation. 2022 abs/2205.11346 CoRR https://doi.org/10.48550/arXiv.2205.11346 db/journals/corr/corr2205.html#abs-2205-11346

Xiangyu Zhao 0003 Di Zang Sheng Wang 0014 Zhenrong Shen 0001 Kai Xuan Zeyu Wei Zhe Wang Ruizhe Zheng Xuehai Wu Zheren Li Qian Wang 0001 Zengxin Qi Lichi Zhang TBI-GAN: An Adversarial Learning Approach for Data Synthesis on Traumatic Brain Segmentation. 2022 abs/2208.06099 CoRR https://doi.org/10.48550/arXiv.2208.06099 db/journals/corr/corr2208.html#abs-2208-06099

Kai Xuan Liping Si Lichi Zhang Zhong Xue Yining Jiao Weiwu Yao Dinggang Shen Dijia Wu Qian Wang 0001 Reducing magnetic resonance image spacing by learning without ground-truth. 108103 2021 120 Pattern Recognit. https://doi.org/10.1016/j.patcog.2021.108103 https://www.wikidata.org/entity/Q115740763 db/journals/pr/pr120.html#XuanSZXJYSW021

Sheng Wang 0014 Zixu Zhuang Kai Xuan Dahong Qian Zhong Xue Jia Xu Ying Liu Yiming Chai Lichi Zhang Qian Wang 0001 Dinggang Shen 3DMeT: 3D Medical Image Transformer for Knee Cartilage Defect Assessment. 347-355 2021 MLMI@MICCAI https://doi.org/10.1007/978-3-030-87589-3_36 conf/miccai/2021mlmi db/conf/miccai/mlmi2021.html#WangZXQXXLCZWS21

Zhiyuan Zhou Kai Xuan Zhifu Tao Ligang Zhou Generalized-TODIM Method for Multi-criteria Decision Making with Basic Uncertain Information and its Application. 2021 abs/2104.11597 CoRR https://arxiv.org/abs/2104.11597 db/journals/corr/corr2104.html#abs-2104-11597

Kai Xuan Lei Xiang 0001 Xiaoqian Huang Lichi Zhang Shu Liao Dinggang Shen Qian Wang 0001 Multi-Modal MRI Reconstruction with Spatial Alignment Network. 2021 abs/2108.05603 CoRR https://arxiv.org/abs/2108.05603 db/journals/corr/corr2108.html#abs-2108-05603

Xuhua Ren Jiayu Huo Kai Xuan Dongming Wei Lichi Zhang Qian Wang 0001 Robust Brain Magnetic Resonance Image Segmentation for Hydrocephalus Patients: Hard and Soft Attention. 385-389 2020 ISBI https://doi.org/10.1109/ISBI45749.2020.9098541 conf/isbi/2020 db/conf/isbi/isbi2020.html#RenHXWZW20 Tong Li Kai Xuan Zhong Xue Lei Chen 0012 Lichi Zhang Dahong Qian Cross-View Label Transfer in Knee MR Segmentation Using Iterative Context Learning. 96-105 2020 DART/DCL@MICCAI https://doi.org/10.1007/978-3-030-60548-3_10 conf/miccai/2020dart db/conf/miccai/dart2020.html#LiXXCZQ20 Kai Xuan Shanhui Sun Zhong Xue Qian Wang 0001 Shu Liao Learning MRI k-Space Subsampling Pattern Using Progressive Weight Pruning. 178-187 2020 MICCAI (2) https://doi.org/10.1007/978-3-030-59713-9_18 conf/miccai/2020-2 db/conf/miccai/miccai2020-2.html#XuanSXWL20 Jiayu Huo Liping Si Xi Ouyang Kai Xuan Weiwu Yao Zhong Xue Qian Wang 0001 Dinggang Shen Lichi Zhang A Self-ensembling Framework for Semi-supervised Knee Cartilage Defects Assessment with Dual-Consistency. 200-209 2020 PRIME@MICCAI https://doi.org/10.1007/978-3-030-59354-4_19 conf/miccai/2020prime db/conf/miccai/prime2020.html#HuoSOXYXWSZ20

Xuhua Ren Jiayu Huo Kai Xuan Dongming Wei Lichi Zhang Qian Wang 0001 Robust Brain Magnetic Resonance Image Segmentation for Hydrocephalus Patients: Hard and Soft Attention. 2020 abs/2001.03857 CoRR https://arxiv.org/abs/2001.03857 db/journals/corr/corr2001.html#abs-2001-03857

Jiayu Huo Liping Si Xi Ouyang Kai Xuan Weiwu Yao Zhong Xue Lichi Zhang Qian Wang 0001 A Self-ensembling Framework for Semi-supervised Knee Osteoarthritis Localization and Classification with Dual-Consistency. 2020 abs/2005.09212 CoRR https://arxiv.org/abs/2005.09212 db/journals/corr/corr2005.html#abs-2005-09212

Kai Xuan Dongming Wei Dijia Wu Zhong Xue Yiqiang Zhan Weiwu Yao Qian Wang 0001 Reconstruction of Isotropic High-Resolution MR Image from Multiple Anisotropic Scans Using Sparse Fidelity Loss and Adversarial Regularization. 65-73 2019 MICCAI (3) https://doi.org/10.1007/978-3-030-32248-9_8 conf/miccai/2019-3 db/conf/miccai/miccai2019-3.html#XuanWWXZYW19 Kai Xuan Kim Fung Tsang Shu Chuen Lee Wah Ching Lee A current bleeding mixer based on Gilbert-cell featuring LO amplification. 137-140 2009 SoCC https://doi.org/10.1109/SOCCON.2009.5398076 conf/socc/2009 db/conf/socc/socc2009.html#XuanTLL09 Shao Fei Bo Jiangdong Cai Yiming Chai Dongdong Chen 0003 Lei Chen 0012 Yan Chen Xiaoqian Huang Jiayu Huo Haotian Jiang Yining Jiao Shu Chuen Lee Wah Ching Lee Tong Li Zheren Li Shu Liao Mengjun Liu Ying Liu Xiao-Sheng Liufu Wenlong Ming Jun-hui OuJun-Hui Ou Xi Ouyang Yanjun Peng Zengxin Qi Dahong Qian Xuhua Ren Dinggang Shen Zhenrong Shen 0001 Liping Si Zhiyun Song Shanhui Sun Zhifu Tao Kim Fung Tsang Qian Wang 0001 Sheng Wang 0014 Xiangxue Wang Xin Wang 0125 Zhe Wang Dongming Wei Zeyu Wei Dijia Wu Xuehai Wu Lei Xiang 0001 Honglin Xiong Jia Xu Jin-Xu Xu Liang Xu Zhong Xue Weiwu Yao Wenbin Ye 0007 Di Zang Yiqiang Zhan Lichi Zhang Xiu Yin Zhang Xiangyu Zhao 0003 Ruizhe Zheng Ligang Zhou Zhiyuan Zhou Zixu Zhuang