医学影像处理          

MRI/MEG/EEG处理与分析；医疗影像分析软件研发；远程医疗系统研发

   

071011-生物物理学
083100-生物医学工程

智能图像分析
远程移动医疗

2004-09--2009-07 中国科学院自动化研究所 博士
2000-09--2004-07 湖南大学 学士

研究生

博士

   

2013-11--今 中国科学院苏州生物医学工程技术研究所 研究员
2012-10--2013-10 中国科学院苏州生物医学工程技术研究所 副研究员
2011-07--2012-09 美国北卡罗来纳大学教堂山分校 博士后
2009-07--2011-07 美国明尼苏达大学双城分校 博士后

2014-01--今 International Journal of Biomedical Engineering编委
2012-01--今 MICCAI 会议审稿人
2011-01--今 IEEE TITB杂志审稿人
2011-01--今 Cognitive Computation杂志审稿人
2009-01--今 IEEE EMBS会议审稿人

   

（1） 一种实时自由臂三维超声成像系统及其方法，发明，2009，第2作者，专利号： ZL200610011160.1
（2） 基于电子商务的远程医疗服务系统及方法，发明，2015，第2作者，专利号：201510212838.1
（3） 一种远程医疗电子商务系统，实用新型，2015，第2作者，专利号：201520269722.7
（4） 视网膜图像处理方法及装置，发明，2013，第3作者，专利号：201310102070.3
（5） 基于3D打印的头部医学模型快速成型方法，发明，2014，第2作者，专利号：201410218464.X
（6） 一种低成本多材料3D打印头部脑部模型的方法，发明，2014，第1作者，专利号：201410219481.5
（7） 一种集成了医学图像处理功能的远程医疗会诊培训系统，发明，2014，第2作者，专利号：201410160496.9
（8） CT 系统金属伪影校正方法，发明，2014，第2作者，专利号：201410007036.2
（9） 一种小型实时自由臂三维超声成像系统，发明，2013，第1作者，专利号：201310715654.8

期刊论文：
20. Yingxue Yang, Xiating Zhang, Yu Zhu, Yakang Dai, Ting Liu, Yuping Wang. Cognitive impairment in generalized anxiety disorder revealed by event-related potential N270. Neuropsychiatric Disease and Treatment. 2015, 11:1-7. (SCI)
19. Chen Geng, Jian Yang, Yakang Dai*, Zhaobang Liu, Yuefang Dong. Spherical Operator Classification for Coronary Artery Extraction. Bio-Medical Materials and Engineering. 2014, 24(6):3251-3258. (SCI)
18. Zhiyong Zhou, Jian Zheng, Yakang Dai*, Zhe Zhou, Shi Chen. Robust Non-rigid Point Set Registration Using Student’s-t Mixture Model. PLoS ONE, 2014, 9(3): e91381. (SCI)
17. Yakang Dai, Yaping Wang, Li Wang, Guorong Wu, Feng Shi, Dinggang Shen. aBEAT: A Toolbox for Consistent Analysis of Longitudinal Adult Brain MRI. PLoS ONE, 2013, 8(4): e60344. (SCI)
16. Yakang Dai, Feng Shi, Li Wang, Dinggang Shen. iBEAT: A Toolbox for Infant Brain Magnetic Resonance Image Processing. Neuroinformatics. 2012, Vol.11, No.2, pp.211-225. (SCI)
15. Yakang Dai, Wenbo Zhang, Deanna L. Dickens, Bin He. Source Connectivity Analysis from MEG and its Application in Epilepsy Source Localization. Brain Topography. Vol.25, No.2, pp.157-166, 2012. (SCI)
14. Yakang Dai, Jie Tian, Di Dong, Guorui Yan, Hairong Zheng. Real-time Visualized Freehand 3D Ultrasound Reconstruction Based on GPU. IEEE Transactions on Information Technology in Biomedicine. Vol.14, No.6, pp.1338-1345, 2010. (SCI)
13. Bin He¹, Yakang Dai¹, Laura Astolfi, Fabio Babiloni, Han Yuan, Lin Yang. eConnectome: A MATLAB Toolbox for Mapping and Imaging of Brain Functional Connectivity. Journal of Neuroscience Methods. Vol.195, No.2, pp.261-269, 2011. (Co-first, SCI)
12. Yakang Dai*, Jian Zheng, Yuetao Yang, Duojie Kuai, Xiaodong Yang. Volume-rendering-based Interactive 3D Measurement for Quantitative Analysis of 3D Medical Images. Computational and Mathematical Methods in Medicine. 2013, In Press. (SCI)
11. Feng Shi, Li Wang, Yakang Dai, John H Gilmore, Weili Lin, Dinggang Shen. Pediatric Brain Extraction Using Learning-based Meta-algorithm. Neuroimage. Vol.62, No.3:1975-1986.2012. (SCI)
10. Jie Tian, Jian Xue, Yakang Dai, Jian Chen, Jian Zheng. A Novel Software Platform for Medical Image Processing and Analyzing. IEEE Transactions on Information Technology in Biomedicine. Vol.12, No.6, November 2008, pp.800-812. (SCI)
9. Di Dong, Jie Tian, Yakang Dai, Guorui Yan, Fei Yang, Ping Wu. Unified Reconstruction Framework for Multi-modal Medical Imaging. Journal of X-Ray Science and Technology. Vol.19, No.1, pp.111-126, 2011. (SCI)
8. Yunhai Zhang, Bian Hu, Yakang Dai*, Haomin Yang, Wei Huang, Xiaojun Xue, Fazhi Li, Xin Zhang, Chenyu Jiang, Fei Gao and Jian Chang. A New Multichannel Spectral Imaging Laser Scanning Confocal Microscope. Computational and Mathematical Methods in Medicine. 2013, Vol.2013, Article ID 890203. (SCI)
7. Guorui Yan, Jie Tian, Shouping Zhu, Yakang Dai, Chenghu Qin. Fast Conebeam CT Image Reconstruction Using GPU Hardware. Journal of X-Ray Science and Technology. Vol.16, No.4, 2008, pp.225-234. (SCI)
6. Jian Chen, Jie Tian, Zichun Tang, Jian Xue, Yakang Dai, Jian Zheng. Retinal Vessel Enhancement and Extraction Based on Directional Field. Journal of X-ray Science and Technology. Vol.16, No.3, 2008, pp.189-201. (SCI)
5. Guorui Yan, Jie Tian, Shouping Zhu, Chenghu Qin, Yakang Dai, Fei Yang, Di Dong, Ping Wu. Fast Katsevich algorithm based on GPU for helical conebeam computed tomography. IEEE Transactions on Information Technology in Biomedicine. Vol.14, No.4, pp.1053-1061, 2010. (SCI)
4. Jian Zheng, Peirong Lu, Dehui Xiang, Yakang Dai, Zhaobang Liu, Duojie Kuai, Hui Xue, Yuetao Yang. Retinal Image Graph-Cut Segmentation Algorithm Using Multi-Scale Hessian Enhancement Based Non-Local Mean Filter. Computational and Mathematical Methods in Medicine. 2013, Vol.2013, Article ID 927285. (SCI) 
3. 戴亚康, 田捷, 薛健. 实时交互的自由臂三维超声成像系统. 软件学报. 2006, 17(zk):28-37. (EI)
2. 薛健, 田捷, 戴亚康, 陈健. 海量医学数据处理框架及快速体绘制算法. 软件学报. 2008, 19(12):3237-3248. (EI)
1. 陈健, 田捷, 薛健, 戴亚康. 多速度函数水平集算法及在医学分割中的应用. 软件学报, 2007, 18(4):842-849. (EI)

会议论文：
13. Bo Peng, Gang Li, Zhiye Chen, Bin Lv, Dinggang Shen, Lin Ma, Yakang Dai*. Detection and Analysis of T2DM Biomarkers from Brain MR Images Using BrainLab. The 2014 7th International Conference on BioMedical Engineering and Informatics (BMEI 2014). October 14-16, 2014, Dalian, China. (EI)
12. Yakang Dai*, Yunhai Zhang, Zhiyong Zhou, Haomin Yang, Xiaojun Xue. Real-time True-color Volume Visualization of Multi-channel 3D CLSM Images Based on CUDA. 2nd International Work-Conference on Boinformatics and Biomedical Engineering (IWBBIO 2014). 2014, April 7-9, Granada, Spain. (CPCI-S)
11. Yakang Dai, Bin He. MEG-based Brain Functional Connectivity Analysis Using eConnectome. 8th International Symposium on Noninvasive Functional Source Imaging of the Brain and Heart and the 8th International Conference on Bioelectromagnetism. Banff, Alberta, Canada, May 13-16, 2011. (EI)
10. Yakang Dai, Jie Tian, Jian Zheng. Semiautomatic Determination of the Reconstruction Volume for Real-time Freehand 3D Ultrasound Reconstruction. Proceedings of SPIE Medical Imaging, 7265(72651E), 2009. (EI)
9. Yakang Dai, Jie Tian, Jian Xue, Jiangang Liu. A Qualitative and Quantitative Interaction Technique for Freehand 3D Ultrasound Imaging. Proceedings of the IEEE EMBS 2006. New York, USA, August 30–September 3, 2006, pp.2750-2753. (EI)
8. Jian Zheng, Jie Tian, Yakang Dai, Kexin Deng, Jian Chen. Retinal Image Registration Based on Salient Feature Regions. International Conference of the IEEE Engineering in Medicine and Biology Society 2009. Minneapolis, Minnesota, USA, September, 2-6, 2009. (EI)
7. Jian Zheng, Jie Tian, Yakang Dai, Xing Zhang, Di Dong, Min Xu. Ultrasound directed Robotic System for Thermal Ablation of Liver Tumors: a Preliminary Report, Proceedings of SPIE Symposium on Medical Imaging 2010, San Diego, California, USA, February 13-18, 2010. (EI)
6. Jiangang Liu, Jie Tian, Yakang Dai. Multi-modal Medical Image Registration Based on Adaptive Combination of Intensity and Gradient Field Mutual Information. Proceedings of the IEEE EMBS 2006. New York, USA, August 30–September 3, 2006, pp.1429-1432. (EI)
5. Yanrong Guo, Guorong Wu, Yakang Dai, Jianguo Jiang, Dinggang Shen. Robust Anatomical Correspondence Detection by Graph Matching with Sparsity Constraint. Lecture Notes in Computer Science (MICCAI Workshop MCV). 2013, Vol.7766, pp.20-28. (EI)
4. Chenghu Qin, Jie Tian, Kai Liu, Yakang Dai. The Forward Problem Algorithm Based on Modified Element Free Galerkin Method for Bioluminescence Tomography. Proceedings of the IEEE EMBS 2008. Vancouver, British Columbia, Canada, August 20–24, 2008. (EI)
3. Jian Xue, Jie Tian, Jian Chen, Yakang Dai. An Efficient Out-of-Core Volume Ray Casting Method for the Visualization of Large Medical Data Sets. Proceedings of SPIE Medical Imaging 2007: Visualization and Image-Guided Procedures. San Diego, CA, USA, Sunday 18 February, 2007, Vol.6509, 650920. (EI)
2. Xing-Guang Duan, Gui-Bin Bian, Yuan-Feng Li, Hong-Lei Shen, Qiang Huang, Yakang Dai, Min Xu. Trajectory planning and 3-D image reconstruction of an ultrasound guided robot aiming radio frequency ablation surgery. Proceedings of the World Congress on Intelligent Control and Automation (WCICA), 2008, pp.8261-8264. (EI) 
1. 田捷, 薛健, 戴亚康. 医学影像算法设计与平台构建. 清华大学出版社.2007.11.1

影像软件：
1. MITK（免费）：集成化的医学影像算法包（C++算法库，包括分割、配准和可视化等）
2. 3DMed（开源）：基于MITK和GUI的三维医学图像处理与分析平台
3. eConnectome（开源）：基于EEG/MEG的脑功能成像和功能连接度分析软件
4. iBEAT（免费）：婴幼儿脑MR图像处理与分析软件
5. aBEAT（免费）：成年人序列脑MR图像处理与分析软件

   

（1） 脑网络导向电磁同步刺激系统关键技术研究及其在治疗意识障碍中的应用，参与，国家级，2015-01--2017-12
（2） 远程医疗视频会诊培训系统，主持，市地级，2014-07--2017-06
（3） 基于脑MR和脑电/脑磁图像的脑疾病辅助诊断系统，主持，院级级，2014-01--2016-12
（4） 纵向脑MR图像自动四维分割算法研究，主持，国家级，2014-01--2016-12
（5） 基于MRI-MEG的脑功能网络计算方法及其应用研究，主持，研究所（学校）级，2014-01--2015-12
（6） 基于压缩感知的新型碳纳米球管显微CT重建算法研究，参与，国家级，2013-01--2015-12

1. Yakang Dai, Wenbo Zhang, Deanna L. Dickens, Bin He. Source Connectivity Analysis from Interictal MEG in Epilepsy Patients. American Epilepsy Society 65th Annual Meeting. Baltimore, Maryland, USA, December 2-6, 2011.
2. Bin He, Yakang Dai, Laura Astolfi, Fabio Babiloni, Lin Yang, Han Yuan. eConnectome: An Open Software for Mapping and Imaging of Brain Functional Connectivity. 16th Annual Meeting of Human Brain Mapping, 2010.
3. Jie Tian, Yakang Dai. An Integrated Medical Image Processing and Analyzing Platform. The 94th Scientific Assembly and Annual Meeting of the Radiological Society of North America (RSNA2008). Chicago, USA, November 30–December 5, 2008.
4. Jie Tian, Yakang Dai, Kexin Deng, Jian Zheng, Xiaoqian Dai. MITK & 3DMed: An Integrated Platform Applicable for the Development of Computer Assisted Intervention Systems. Workshop on Systems and Architectures for Computer Assisted Interventions at MICCAI 2008. New York, USA, September 6, 2008. Midas Journal.

1. Medical Image Processing Group, Institute of Automation, Chinese Academy of Sciences.
2. IDEA Group, Biomedical Research Imaging Center, University of North Carolina at Chapel Hill, USA.
3. Biomedical Functional Imaging and Neuroengineering Laboratory, University of Minnesota--Twin Cities, USA.
4. Minnesota Epilepsy Group, USA
5. Xuanwu Hospital, Capital Medical University