Beyond benchmarks: Towards robust artificial intelligence bone segmentation in socio-technical systems.

Zhibin Xu

Kunpeng Xie Lennart Johannes Gruber Martin Crampen Yao Li André Ferreira Elias Tappeiner Maxime Gillot Jan Schepers Jiangchang Xu Tobias Pankert Michel Beyer Negar Shahamiri Reinier ten Brink Gauthier Dot Charlotte Weschke Niels van Nistelrooij Pieter-Jan Verhelst Yan Guo Zhibin Xu Jonas Bienzeisler Ashkan Rashad Tabea Flügge Ross Cotton Shankeeth Vinayahalingam Robert R. Ilesan Stefan Raith Dennis Madsen Constantin Seibold Tong Xi Stefaan Berge' Sven Nebelung Oldrich Kodym Osku Sundqvist Florian M. Thieringer Hans Lamecker Antoine Coppens Thomas Potrusil Joep Kraeima Max J. H. Witjes Guomin Wu Xiaojun Chen 0003 Adriaan Lambrechts Lucia H. S. Cevidanes Stefan Zachow Alexander Hermans Daniel Truhn Victor Alves Jan Egger Rainer Röhrig Frank Hölzle Behrus Hinrichs-Puladi Beyond benchmarks: Towards robust artificial intelligence bone segmentation in socio-technical systems. 130031 2026 299 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2025.130031 db/journals/eswa/eswa299.html#XieGCLFTGSXPBSBDWNVGXBR26 streams/journals/eswa

Hao Li 0009 Zhibin Xu Maoguo Gong A. K. Qin 0001 Yue Wu 0004 Lining Xing 0001 Yu Zhou 0051 Privacy-Enhanced Offline Data-Driven Evolutionary Optimization Based on Cloud Server. 2026 June 1165-1179 30 IEEE Trans. Evol. Comput. 3 https://doi.org/10.1109/TEVC.2025.3584882 db/journals/tec/tec30.html#LiXGQWXZ26 streams/journals/tec

Liang Zou Shaoping Kou Zhibin Xu Zhiyi Tan 0004 Meng Lei Simultaneous prediction of bauxite quality parameters using TC-Unet and near-infrared spectroscopy. 25 2025 June 17 Memetic Comput. 2 https://doi.org/10.1007/s12293-025-00457-3 db/journals/memetic/memetic17.html#ZouKXTL25 streams/journals/memetic

Zhibin Xu Qiang Xu Psychological factors influencing successful music learning using deep learning technologies. 4652-4662 2024 September 32 Interact. Learn. Environ. 8 https://doi.org/10.1080/10494820.2023.2205449 db/journals/ile/ile32.html#XuX24 streams/journals/ile

Shifan Xu Zhibin Xu Jiannan Zheng Hai Lin Liang Zou Meng Lei Where does the crude oil originate? The role of near-infrared spectroscopy in accurate source detection. 429-443 2024 September 16 Memetic Comput. 3 https://doi.org/10.1007/s12293-024-00425-3 db/journals/memetic/memetic16.html#XuXZLZL24 streams/journals/memetic

Kun Zhu 0030 Jianchao Chang Siya Zhang Yan Li Junxun Zuo Haoyu Ni Bingyong Xie Jiyuan Yao Zhibin Xu Sicheng Bian Tingfei Yan Xianyong Wu Senlin Chen Weiming Jin Ying Wang Peng Xu Peiwen Song Yuanyuan Wu Cailiang Shen Jiajia Zhu Yongqiang Yu Fulong Dong The enhanced connectivity between the frontoparietal, somatomotor network and thalamus as the most significant network changes of chronic low back pain. 120558 2024 290 NeuroImage https://doi.org/10.1016/j.neuroimage.2024.120558 db/journals/neuroimage/neuroimage290.html#ZhuCZLZNXYXBYWCJWXSWSZYD24

Lingchen Li Jie Zhang Hai Qiao Shichang Li Haiyan Lan Zhibin Xu Design and Optimization of a New Structure PCB Coreless-type Linear Motor. 674-678 2024 AIM https://doi.org/10.1109/AIM55361.2024.10637064 conf/aimech/2024 db/conf/aimech/aim2024.html#LiZQLLX24 He Kong 0003 Tong Li 0012 Jingguo Ge Hui Li 0098 Liqun Yang Zhuang Lu Zhibin Xu Chuanxi Xie A Novel Method with Transformers for Fine-grained Encrypted Traffic Classification. 74-81 2023 HPCC/DSS/SmartCity/DependSys https://doi.org/10.1109/HPCC-DSS-SmartCity-DependSys60770.2023.00020 conf/hpcc/2023 db/conf/hpcc/hpcc2023.html#Kong0GLYLXX23

Xiaobing Niu Shengnan Gao Zhibin Xu Shiliang Feng Distributed model-free formation control of networked fully-actuated autonomous surface vehicles. 2022 September 16 Frontiers Neurorobotics https://doi.org/10.3389/fnbot.2022.1028656 db/journals/finr/finr16.html#NiuGXF22

Zhibin Xu Jiang Zhaoxue Tong Li 0012 Junling You Bingzhen Wu Liangxiong Li OpenLog: Incremental Anomaly Classification with Changing, Unbalanced and Unknown Logs. 571-580 2022 ISPA/BDCloud/SocialCom/SustainCom https://doi.org/10.1109/ISPA-BDCloud-SocialCom-SustainCom57177.2022.00079 conf/bdcloud/2022 db/conf/bdcloud/bdcloud2022.html#XuZLYWL22 Jiangsheng Zhao Zhibin Xu Lvqing Yang Time Prediction Model of WeChat Official Account User Number Based on Nonlinear Autoregressive Neural Network. 422-426 2019 AIAM (IEEE) https://doi.org/10.1109/AIAM48774.2019.00089 conf/aiam/2019-2 db/conf/aiam/aiam2019-2.html#ZhaoXY19 Yongzuo Wu Dongyuan Ge Xiulong Gao Xuejun Wen Zhibin Xu Qing Zhu Xi-fan Yao Detection of Gear Tooth Number and Common Normal Length Change Based on Computer Vision. 618-621 2019 AIAM (IEEE) https://doi.org/10.1109/AIAM48774.2019.00128 conf/aiam/2019-2 db/conf/aiam/aiam2019-2.html#WuGGWXZY19 Zhibin Xu Lixin Li 0001 Ang Gao Xu Li 0010 A Clustering Method Based on the Average Interference Threshold for mMIMO-HetNet. 443-447 2018 ICCC https://doi.org/10.1109/ICCChina.2018.8641211 conf/iccchina/2018 db/conf/iccchina/iccchina2018.html#XuLGL18 Zhibin Xu Lixin Li 0001 Haitao Xu 0001 Ang Gao Xu Li 0010 Wei Chen 0002 Zhu Han 0001 Precoding Design for Drone Small Cells Cluster Network with Massive MIMO: A Game Theoretical Approach. 1477-1482 2018 IWCMC https://doi.org/10.1109/IWCMC.2018.8450356 conf/iwcmc/2018 db/conf/iwcmc/iwcmc2018.html#XuLXGLCH18

Zhongwen Li Qian Li Zhibin Xu Hai Jiang 0003 Kuan-Ching Li A secured transmission model for EPC network. 324-333 2015 7 Int. J. Embed. Syst. 3/4 https://doi.org/10.1504/IJES.2015.072375 db/journals/ijes/ijes7.html#LiLXJL15

Victor Alves Stefaan Berge' Michel Beyer Sicheng Bian Jonas Bienzeisler Reinier ten Brink Lucia H. S. Cevidanes Jianchao Chang Senlin Chen Wei Chen 0002 Xiaojun Chen 0003 Antoine Coppens Ross Cotton Martin Crampen Fulong Dong Gauthier Dot Jan Egger Shiliang Feng André Ferreira Tabea Flügge Ang Gao Shengnan Gao Xiulong Gao Dong-Yuan GeDongyuan Ge Jingguo Ge Maxime Gillot Maoguo Gong Lennart Johannes Gruber Yan Guo Zhu Han 0001 Alexander Hermans Behrus Hinrichs-Puladi Frank Hölzle Robert R. Ilesan Hai Jiang 0003 Weiming Jin Oldrich Kodym He Kong 0003 Shaoping Kou Joep Kraeima Adriaan Lambrechts Hans Lamecker Haiyan Lan Meng Lei Hao Li 0009 Hui Li 0098 Kuanching LiKuan-Ching Li Liangxiong Li Lingchen Li Lixin Li 0001 Qian Li Shichang Li Tong Li 0012 Xu Li 0010 Yan Li Yao Li Zhongwen Li Hai Lin Zhuang Lu Dennis Madsen Sven Nebelung Haoyu Ni Niels van Nistelrooij Xiaobing Niu Tobias Pankert Thomas Potrusil Hai Qiao A. K. Qin 0001 Stefan Raith Ashkan Rashad Rainer Röhrig Jan Schepers Constantin Seibold Negar Shahamiri Cailiang Shen Peiwen Song Osku Sundqvist Zhiyi Tan 0004 Elias Tappeiner Florian M. Thieringer Daniel Truhn Pieter-Jan Verhelst Shankeeth Vinayahalingam Ying Wang Xuejun Wen Charlotte Weschke Max J. H. Witjes Bingzhen Wu Guomin Wu Xianyong Wu Yongzuo Wu Yuanyuan Wu Yue Wu 0004 Tong Xi Bingyong Xie Chuanxi Xie Kunpeng Xie Lining Xing 0001 Haitao Xu 0001 Jiangchang Xu Peng Xu Qiang Xu Shifan Xu Tingfei Yan Liqun Yang Lvqing Yang Jiyuan Yao Xifan YaoXi-fan Yao Junling You Yongqiang Yu Stefan Zachow Jie Zhang Siya Zhang Jiangsheng Zhao Jiang Zhaoxue Jiannan Zheng Yu Zhou 0051 Jiajia Zhu Kun Zhu 0030 Qing Zhu Liang Zou Junxun Zuo