教育背景
2009.8 - 2013.1 法國INSA LYON 獲博士學位
2008.9 - 2013.5 哈爾濱工業大學 獲博士學位
2006.9 - 2008.3 哈爾濱工程大學 獲碩士學位
2002.9 – 2006.6 哈爾濱工程大學 獲學士學位
研究方向
1、 基於機器學習或深度學習的腫瘤醫學圖像分割;
2、 基於深度學習的多模態海量圖像數據分析與融合;
3、 基於深度學習的圖像配準;
4、 人工智慧在臨床智慧型診斷中的套用;
5、 醫學影像大數據智慧型分析
主要成就
科研項目
1. 基於雲平台的多模態心肌纖維磁共振擴散成像建模與仿真算法研究,國家自然科學基金,2017.01-2020.12,項目主持人,在研。
2. 多尺度人體心肌纖維磁共振彌散張量成像仿真關鍵技術及算法研究,貴州省科學技術基金,2015.08-2018.08,項目主持人,在研。
3. 人體心肌纖維磁共振擴散成像仿真關鍵技術研究,教育部留學人員科研啟動基金,項目主持人,2015.04-2018.04,在研。
4. 人體器官磁共振成像仿真軟體開發,橫向課題,2015.12-2016.10,項目主持人,已結題。
5. 雲平台上基於海量醫學圖像並行數據挖掘的計算機輔助診斷技術研究,國家自然科學基金,2016.01-2019.12,參與,在研。
6. 基於人眼視覺特性與ASIFT的多尺度變換域視頻水印算法研究,國家自然科學基金,2015.01-2018.12,參與,在研。
學術論著
[1] L.H. Wang, F. Yang, G. Michalowicz, Y. Usson, P. S. Jouk, R.P. Wang, Y. M. Zhu, "Investigation of Myocardial Fiber Crossings in the Human Heart Using Realistic HARDI Simulation Based on PLI," in ISMRM, June 16-21, Paris, France, in press, 2018.
[2] S.F.Y. Wang, L.H. Wang*, J. Zhang, R.P. Wang, X.F. Liu, Y. M. Zhu, "Quantitative comparison of multiple high angular resolution diffusion imaging techniques for myocardium," in ISMRM, June 16-21, Paris, France, in press, 2018.
[3] J.Q. Huang, J. Qin, L.H. Wang, R.P. Wang, Z.X. Gui, C. Ye, T.Y. Wang, Y. M. Zhu. CNN based super-resolution of intravoxel incoherent motion imaging for liver. ISMRM, in press, 2018.
[4] Huang, J., Wang, L., Chu, C., Zhang, Y., Liu, W. and Zhu, Y. Cardiac diffusion tensor imaging based on compressed sensing using joint sparsity and low-rank approximation. Technology and Health Care, 24(s2), S593-S599, 2016.
[5] Hong-bo DU , Li-Hui WANG*, Wan-Yu LIU, Feng YANG, Zhi LI, Yue-Min ZHU. Diffusion MRI simulation for human brain based on the atlas. IEEE ISBI, pp. 898-902, 2016.
[6] Changyu SUN, Lihui WANG*, Feng YANG, and Yuemin ZHU. Investigation of intravoxel fiber configuration complexity in human heart. ISMRM, 2016.
[7] Lihui Wang, Yuemin Zhu, Feng Yang, Wanyu Liu, Isabelle E. Magnin. Simulation of dynamic DTI of 3D Cardiac Fiber Structures. IEEE ISBI, pp. 714-717, 2014.
[8] Hongjiang WEI,Magalie Viallion,Benedicte MA Delattre, Lihui WANG,Pai VM,Wen H,Hui Xue,Christoph Guette,Pierre Croisille,Yuemin Zhu. Assessment of cardiac motion effects on the fiber architecture of the human heart in vivo using a multimodal approach. IEEE Trans Med Imaging, 32(10):1928-1938, 2013.
[9] Varray François, Lihui Wang, Laurent Fanton, Yue-Min Zhu, and Isabelle E. Magnin. High resolution extraction of local human cardiac fibre orientations. InInternational Conference on Functional Imaging and Modeling of the Heart, pp. 150-157. Springer, Berlin, Heidelberg, 2013.
[10] Lihui Wang, Sorina Camarasu-Pop, Tristant Glatard, Yue-Min Zhu. Isabelle E.Magnin. Diffusion MRI simulation with the Virtual Imaging Platform. Journées scientifiques mésocentres et France Grilles, Paris, 2012,10:1-4.
[11] L. Wang,Y. Zhu, H. Li, W. Liu, and I. E. Magnin. Multiscale modeling and simulation of the cardiac fiber architecture for DMRI. IEEE Transactions on Bio-medical Engineering, 59(1):16-19, 2012.
[12] Lihui Wang, Yuemin Zhu, Hongying Li, Wanyu Liu, Isabelle E. Magnin. Simulation of Diffusion Anisotropy in DTI for Virtual Cardiac Fiber Structure. FIMH 2011, LNCS, New York, 2011, 6666: 95-104.