基本信息

司伟鑫  男  博导  中国科学院深圳先进技术研究院
电子邮件: wx.si@siat.ac.cn
通信地址: 中国科学院深圳先进技术研究院B304
邮政编码:518055

研究领域

医学扩展现实和人工智能

招生信息

希望考生热爱科研,有熟练的编程能力以及良好的英文技能。特别欢迎计算机科学、信号与信息处理、模式识别、自动化、数学等专业的学生报考研究生。

招生专业
081203-计算机应用技术
招生方向
医学虚拟/增强现实
高保真物理仿真
医学影像处理

教育背景

2013-08--2017-07   香港中文大学   哲学博士
2011-09--2013-06   武汉大学   工学硕士
2007-09--2011-06   武汉大学   工学学士

工作经历

   
工作简历
2018-11~现在, 中国科学院深圳先进技术研究院, 副研究员
2017-08~2018-10,香港中文大学, 博士后

出版信息

   
发表论文
[1] Yangyang Shi, 邓雪松, 童语棋, 李若桐, 张彦舫, 任力杰, 司伟鑫. Synergistic Digital Twin and Holographic Augmented Reality Guided Percutaneous Puncture of Respiratory Liver Tumor. Ieee transactions on human-machine systems[J]. 2022, [2] 李耀仟, 李才子, 刘瑞强, 司伟鑫, 金玥明, Pheng-Ann Heng. 面向手术器械语义分割的半监督时空Transformer网络. 软件学报[J]. 2022, [3] 肖林霞, 李才子, 王延江, 司伟鑫, 林海, 张豆豆, 蔡晓东, Pheng-Ann Heng. Amplitude-frequency-aware deep fusion network for optimal contact selection on STN-DBS electrode. Science China Information Sciences[J]. 2022, [4] Xiao, Linxia, Li, Caizi, Wang, Yanjiang, Chen, Junxi, Si, Weixin, Yao, Chen, Li, Xifeng, Duan, Chuanzhi, Heng, PhengAnn. Automatic Localization of Seizure Onset Zone From High-Frequency SEEG Signals: A Preliminary Study. IEEE JOURNAL OF TRANSLATIONAL ENGINEERING IN HEALTH AND MEDICINE[J]. 2021, 9: http://dx.doi.org/10.1109/JTEHM.2021.3090214.
[5] 司伟鑫. Semi-supervised Intracranial Aneurysm Segmentation from CTA Images via Weight-Perceptual Self-ensembling Model. Journal of Computer Science and Technology. 2021, [6] Dou, Qi, So, Tiffany Y, Jiang, Meirui, Liu, Quande, Vardhanabhuti, Varut, Kaissis, Georgios, Li, Zeju, Si, Weixin, Lee, Heather H C, Yu, Kevin, Feng, Zuxin, Dong, Li, Burian, Egon, Jungmann, Friederike, Braren, Rickmer, Makowski, Marcus, Kainz, Bernhard, Rueckert, Daniel, Glocker, Ben, Yu, Simon C H, Heng, Pheng Ann. Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study. NPJ DIGITAL MEDICINE[J]. 2021, 4(1): https://doaj.org/article/340f463aed8748e1b87b2603e67e7d80.
[7] Xiong, Zhaohan, Xia, Qing, Hu, Zhiqiang, Huang, Ning, Bian, Cheng, Zheng, Yefeng, Vesal, Sulaiman, Ravikumar, Nishant, Maier, Andreas, Yang, Xin, Heng, PhengAnn, Ni, Dong, Li, Caizi, Tong, Qianqian, Si, Weixin, Puybareau, Elodie, Khoudli, Younes, Geraud, Thierry, Chen, Chen, Bai, Wenjia, Rueckert, Daniel, Xu, Lingchao, Zhuang, Xiahai, Luo, Xinzhe, Jia, Shuman, Sermesant, Maxime, Liu, Yashu, Wang, Kuanquan, Borra, Davide, Masci, Alessandro, Corsi, Cristiana, de Vente, Coen, Veta, Mitko, Karim, Rashed, Preetha, Chandrakanth Jayachandran, Engelhardt, Sandy, Qiao, Menyun, Wang, Yuanyuan, Tao, Qian, NunezGarcia, Marta, Camara, Oscar, Savioli, Nicolo, Lamata, Pablo, Zhao, Jichao. A global benchmark of algorithms for segmenting the left atrium from late gadolinium-enhanced cardiac magnetic resonance imaging. MEDICAL IMAGE ANALYSIS[J]. 2021, 67: http://dx.doi.org/10.1016/j.media.2020.101832.
[8] Li, Ruotong, Tong, Yuqi, Yang, Tianpei, Guo, Jianxi, Si, Weixin, Zhang, Yanfang, Klein, Reinhard, Heng, PhengAnn. Towards quantitative and intuitive percutaneous tumor puncture via augmented virtual reality. COMPUTERIZED MEDICAL IMAGING AND GRAPHICS[J]. 2021, 90: http://dx.doi.org/10.1016/j.compmedimag.2021.101905.
[9] Xiao, Linxia, Li, Caizi, Wang, Yanjiang, Si, Weixin, Zhang, Doudou, Lin, Hai, Cai, Xiaodong, Heng, PhengAnn. Automatic identification of sweet spots from MERs for electrodes implantation in STN-DBS. INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY[J]. 2021, 16(5): 809-818, http://dx.doi.org/10.1007/s11548-021-02377-2.
[10] Li, Ruotong, Shi, Yangyang, Si, Weixin, Huang, Li, Zhuang, Bowen, Weinmann, Michael, Klein, Reinhard, Heng, PhengAnn. Versatile multi-constrained planning for thermal ablation of large liver tumors. COMPUTERIZED MEDICAL IMAGING AND GRAPHICS[J]. 2021, 94: http://dx.doi.org/10.1016/j.compmedimag.2021.101993.
[11] 彭柳, 司伟鑫, 郑睿, 廖祥云, 徐东亮, 王平安. 高保真电视胸腔镜肺叶切除术模拟. 系统仿真学报[J]. 2020, 32(5): 826-836, http://lib.cqvip.com/Qikan/Article/Detail?id=7101997006.
[12] 汤雯洁, 李若桐, 邓雪松, 司伟鑫, 王琼. ICP优化下的B样条四维CT图像弹性配准方法. 系统仿真学报[J]. 2020, 32(7): 1301-1311, http://lib.cqvip.com/Qikan/Article/Detail?id=7102396798.
[13] 李才子, 刘瑞强, 司伟鑫, 袁志勇, 王平安. 面向心脏MRI分割的半监督空间一致性约束网络. 计算机辅助设计与图形学学报[J]. 2020, 32(7): 1145-1153, http://lib.cqvip.com/Qikan/Article/Detail?id=7102281057.
[14] 戴莎, 司伟鑫, 钱银玲, 郑睿, 王琼, 徐东亮, 彭延军, 王平安. 虚拟显微白内障手术系统人机交互接口设计. 图学学报[J]. 2019, 40(3): 565-573, [15] Li, Ruotong, Yang, Tianpei, Si, Weixin, Liao, Xiangyun, Wang, Qiong, Klein, Reinhard, PhengAnn Heng, Assoc Comp Machinery. Augmented Reality Guided Respiratory Liver Tumors Punctures: A Preliminary Feasibility Study. SA'19: SIGGRAPH ASIA 2019 TECHNICAL BRIEFSnull. 2019, 114-117, http://dx.doi.org/10.1145/3355088.3365166.
[16] Si, Weixin, Liao, Xiangyun, Qian, Yinling, Wang, Qiong, Heng, PhengAnn. Versatile numerical fractures removal for SPH-based free surface liquids. COMPUTERS & GRAPHICS-UK[J]. 2019, 81: 1-8, http://dx.doi.org/10.1016/j.cag.2019.03.015.
[17] Li, Ruotong, Si, Weixin, Weinmann, Michael, Klein, Reinhard. Constraint-Based Optimized Human Skeleton Extraction from Single-Depth Camera. Sensors[J]. 2019, 19(11): https://doaj.org/article/261195d452ac4f7f8f151d06e04e3f72.
[18] Tong, Qianqian, Li, Caizi, Si, Weixin, Liao, Xiangyun, Tong, Yaliang, Yuan, Zhiyong, Heng, Pheng Ann. RIANet: Recurrent interleaved attention network for cardiac MRI segmentation. COMPUTERS IN BIOLOGY AND MEDICINE[J]. 2019, 109: 290-302, http://dx.doi.org/10.1016/j.compbiomed.2019.04.042.
[19] Li, Ruotong, Si, Weixin, Liao, Xiangyun, Wang, Qiong, Klein, Reinhard, Heng, PhengAnn. Mixed reality based respiratory liver tumor puncture navigation. COMPUTATIONAL VISUAL MEDIA[J]. 2019, 5(4): 363-374, http://dx.doi.org/10.1007/s41095-019-0156-x.
[20] Tong, Qianqian, Li, Xiaosa, Lin, Kai, Li, Caizi, Si, Weixin, Yuan, Zhiyong. Cascade-LSTM-Based Visual-Inertial Navigation for Magnetic Levitation Haptic Interaction. IEEE NETWORK[J]. 2019, 33(3): 74-80, https://www.webofscience.com/wos/woscc/full-record/WOS:000470023300010.
[21] Liu, Cong, Si, Weixin, Qian, Yinling, Liao, Xiangyun, Wang, Qiong, Guo, Yong, Heng, PhengAnn, Crimi, A, Bakas, S, Kuijf, H, Keyvan, F, Reyes, M, VanWalsum, T. Multipath Densely Connected Convolutional Neural Network for Brain Tumor Segmentation. BRAINLESION: GLIOMA, MULTIPLE SCLEROSIS, STROKE AND TRAUMATIC BRAIN INJURIES, BRAINLES 2018, PT Inull. 2019, 11383: 81-91, [22] Zhuang, Xiahai, Li, Lei, Payer, Christian, Stern, Darko, Urschler, Martin, Heinrich, Mattias P, Oster, Julien, Wang, Chunliang, Smedby, Orjan, Bian, Cheng, Yang, Xin, Heng, PhengAnn, Mortazi, Aliasghar, Bagci, Ulas, Yang, Guanyu, Sun, Chenchen, Galisot, Gaetan, Ramel, JeanYves, Brouard, Thierry, Tong, Qianqian, Si, Weixin, Liao, Xiangyun, Zeng, Guodong, Shi, Zenglin, Zheng, Guoyan, Wang, Chengjia, MacGillivray, Tom, Newby, David, Rhode, Kawal, Ourselin, Sebastien, Mohiaddin, Raad, Keegan, Jennifer, Firmin, David, Yang, Guang. Evaluation of algorithms for Multi-Modality Whole Heart Segmentation: An open-access grand challenge. MEDICAL IMAGE ANALYSIS[J]. 2019, 58: http://dx.doi.org/10.1016/j.media.2019.101537.
[23] Si, Weixin, Lu, Jing, Liao, Xiangyun, Wang, Qiong. Towards Interactive Progressive Cutting of Deformable Bodies via Phyxel-Associated Surface Mesh Approach for Virtual Surgery. IEEE ACCESS[J]. 2018, 6: 32286-32299, http://ir.siat.ac.cn:8080/handle/172644/13559.
[24] Si, Weixin, Liao, Xiangyun, Wang, Qiong, Heng, PhengAnn, Kiyokawa, K, Steinicke, F, Thomas, B, Welch, G. Augmented Reality-Based Personalized Virtual Operative Anatomy for Neurosurgical Guidance and Training. 25TH 2018 IEEE CONFERENCE ON VIRTUAL REALITY AND 3D USER INTERFACES (VR)null. 2018, 683-684, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000518410600158.
[25] Liao, Xiangyun, Si, Weixin, Yuan, Zhiyong, Sun, Hanqiu, Qin, Jing, Wang, Qiong, Heng, PhengAnn. Animating Wall-Bounded Turbulent Smoke via Filament-Mesh Particle-Particle Method. IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS[J]. 2018, 24(3): 1260-1273, https://www.webofscience.com/wos/woscc/full-record/WOS:000423541200004.
[26] Si, Weixin, Liao, Xiangyun, Qian, Yinling, Wang, Qiong. Mixed Reality Guided Radiofrequency Needle Placement: A Pilot Study. IEEE ACCESS[J]. 2018, 6: 31493-31502, https://doaj.org/article/4e19aa665ae441a1bf572939219ee34e.
[27] Si, Weixin, Qin, Jing, Chen, Zhuchao, Liao, Xiangyun, Wang, Qiong, Heng, PhengAnn. Thin-Feature-Aware Transport-Velocity Formulation for SPH-Based Liquid Animation. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2018, 20(11): 3033-3044, http://ir.siat.ac.cn:8080/handle/172644/13558.
[28] Si, Weixin, Liao, Xiangyun, Wang, Qiong, Heng, Pheng Ann. Personalized heterogeneous deformable model for fast volumetric registration. BIOMEDICAL ENGINEERING ONLINE[J]. 2017, 16: https://www.webofscience.com/wos/woscc/full-record/WOS:000394393700001.
[29] Liao, Xiangyun, Si, Weixin, Xu, Biao, Yuan, Zhiyong, Wang, Qiong, Heng, PhengAnn. Filament-based realistic turbulent wake synthesis. COMPUTER ANIMATION AND VIRTUAL WORLDS[J]. 2017, 28(3-4): https://www.webofscience.com/wos/woscc/full-record/WOS:000401856200001.
[30] Meng, Zhang, Si Weixin, Qian Yinling, Sun Hanqiu, Jing, Qin, Heng, PhengAnn. Vortex Filaments in Grids for Scalable, Fine Smoke Simulation. IEEE COMPUTER GRAPHICS AND APPLICATIONS[J]. 2015, 35(6): 60-68, https://www.webofscience.com/wos/woscc/full-record/WOS:000368330500010.
[31] Si, Weixin, Yuan, Zhiyong, Liao, Xiangyun, Duan, Zhaoliang, Sun, Mingui, Hu, Pengfei, Zhao, Jianhui. An energy-based free boundary asynchronous diffusion model for 3D warping of tissue dynamics. JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION[J]. 2014, 84(6): 1280-1296, https://www.webofscience.com/wos/woscc/full-record/WOS:000330705200009.
[32] Yuan, Zhiyong, Si, Weixin, Liao, Xiangyun, Duan, Zhaoliang, Ding, Yihua, Zhao, Jianhui. Parallel computing of 3D smoking simulation based on OpenCL heterogeneous platform. JOURNAL OF SUPERCOMPUTING[J]. 2012, 61(1): 84-102, [33] Si, Weixin, Yuan, Zhiyong, Liao, Xiangyun, Duan, Zhaoliang, Ding, Yihua, Zhao, Jianhui. 3D soft tissue warping dynamics simulation based on force asynchronous diffusion model. COMPUTER ANIMATION AND VIRTUAL WORLDS[J]. 2011, 22(2-3): 251-259, https://www.webofscience.com/wos/woscc/full-record/WOS:000289941700021.