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个人简介

毕业于复旦大学并获理学博士、美国哈佛大学博士后 现任: 浙江大学求是特聘教授、博士生导师 浙江大学应用数学研究所所长 浙江大学理学部图像处理研发中心主任 人才计划项目: 2001年入选上海市青年科技启明星计划 2005年入选教育部新世纪优秀人才支持计划 2012年入选浙江省151人才工程第一层次培养人员计划 2018年入选首届浙江省万人计划科技创新领军人才 截止目前,在国际著名学术期刊上发表学术论文120多篇,由日本数学会出版英文专著一部,科学出版社出版中文专著一部、高等教育出版社出版研究生教材、本科生教材各一部;申请国家发明专利22项(目前授权7项、15项公告中)、软件著作权6项。 教学与课程 授课对象:本科生 偏微分方程 前沿数学专题讨论 授课对象:研究生 偏微分方程 图像处理与分析 数据科学中的数学逼近方法 几何与物理中的偏微分方程 非线性问题的数学方法 数据驱动的建模与计算 科研 国家自然科学基金重大研究计划集成项目,91630311、医学影像配准与融合的建模和算法、2017/01-2019/12、主持 国家自然科学基金重大研究计划培育项目,91330105、非光滑凸优化问题的快速算法及其在图像分析中的应用、2014/01-2016/12、主持 浙江省科技厅重大科技专项,2014C03016、精确肝癌射频消融系统:肿瘤精确定位及手术方案辅助设计、2014/07-2017/06、主持 国家自然科学基金数学天元专项基金项目,11326033、医学影像学中问题驱动的若干应用数学问题、2013/07-2014/06、主持 国家自然科学基金面上项目,11271323、双曲平均曲率流、2013/01-2016/12、主持 浙江省自然科学基金委重点项目,LZ13A010002、Minkowski时空中的类时极值子流形、2013/01-2016/12、主持 国家自然科学基金面上项目,10971190、双曲几何流、2010/01-2012/12、主持 国家自然科学基金面上项目,10671124、相对论弦与膜的非线性动力学、2007/01-2009/12、主持 教育部新世纪优秀人才,数学物理、2005年、主持 国家自然科学基金面上项目,10371073、超弹性材料中的非线性波、2004/01-2006/12、主持 国家自然科学基金面上项目,10001024、非线性双曲波中奇性的形成传播、2001/01-2003/12、主持 已授权发明专利: 孔德兴.基于快速凸优化算法配准三维CT与超声肝脏图像的方法.发明专利,.2018:5/29 孔德兴.一种利用椭球覆盖肿瘤精确模拟射频消融技术的方法.发明专利,.2018:4/6 孔德兴.基于卷积神经网络的全自动的三维肝脏分割方法.发明专利,.2017:12/22 孔德兴.一种肿瘤射频消融技术中精确定位三球覆盖肿瘤的方法.发明专利,.2016:1/27 孔德兴.一种CAT图像中肝脏与血管同时分割的方法.发明专利,.2016:1/4 孔德兴.CTA图像中肝脏血管增强及肝脏与血管同时分割的方法.发明专利,.2014:1/4 孔德兴.双曲方程图像加密方法.发明专利,.2014:1/2 奖励荣誉 获得主要科学技术奖励情况 国际模式识别协会(IAPR),A new convex variational model for liver segmentation、2012年、国际模式识别协会最佳科学论文奖 浙江省科技厅,几何偏微分方程及其应用、2011年、浙江省科学技术奖 浙江省教育厅,双曲几何流及其应用、2010年、浙江省高校优秀科研成果奖

研究领域

医学图像处理、医学人工智能 偏微分方程、几何分析 数学物理

近期论文

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Qianting Ma and De-Xing Kong*, A new variational model for joint restoration and segmentation based on the Mumford-Shah model, Journal of Visual Communication and Image Representation, 2018. Rendong Chen, Tian-An Jiang, Kaifeng Wang, Fang Lu, Dexing Kong*, Automatic Radiofrequency Ablation Planning Based on Constrained Clustering Process for Hepatic Tumors, IEEE Transactions on Biomedical Engineering 65 (2018), 645-657 Zixu Yan, Feng Chen, Dexing Kong*, Liver Venous Tree Separation via Twin-line RANSAC and Murray’s Law, accepted by IEEE Trans. Medical Imaging, 2017. Jinlian Ma, Fa Wu, Tian-An Jiang, Qiyu Zhao, Dexing Kong*, Ultrasound image based thyroid nodule automatic segmentation using convolutional neural networks International Journal of Computer Assisted Radiology and Surgery, International Journal of Computer Assisted Radiology and Surgery, 2017. (DOI 10.1007/s11548-017-1649-7) Qianting Ma, Fangfang Dong, Dexing Kong*, A fractional differential fidelity-based PDE model for image denoising, Machine Vision and Applications 28 (2017), 635-647. (doi:10.1007/s00138-017-0857-z, August 2017, Volume 28, Issue 5C6, pp 635-647) Dexing Kong, Changhua Wei, Lifespan of smooth solutions for timelike extremal surface equation in de Sitter spacetime, accepted by J. Math. Phys., 2017. Jinlian Ma, Fa Wu, Tian-An Jiang, Jiang Zhu, Dexing Kong*, Cascade convolutional neural networks for automatic detection of thyroid nodules in ultrasound images, Med. Phys. 44 (5), 1978-1691, May 2017. Zixu Yan, Feng Chen, Fa Wu, Dexing Kong*, Inferior Vena Cava Segmentation With Parameter Propagation And Graph Cut, International Journal of Computer Assisted Radiology and Surgery (2017), DOI 10.1007/s11548-017-1582-9. Jinlian Ma, Fa Wu, Jiang Zhu, Dong Xu, Dexing Kong*, A Pre-trained Convolutional Neural Network Based Method for Thyroid Nodule Diagnosis, Ultrasonics (2016), Ultrasonics 73 (2017), 221-230. Peijun Hu, Fa Wu, Jialin Peng, Ping Liang, Dexing Kong*, Automatic 3D liver segmentation based on deep learning and globally optimized surface evolution, Phys. Med. Biol. 61 (2016), 8676-8698. Peijun Hu, Fa Wu, Jialin Peng, Yuanyuan Bao, Feng Chen, Dexing Kong*, Automatic abdominal multi-organ segmentation using deep convolutional neural network and time-implicit level sets, Int J CARS (2016), DOI 10.1007/s11548-016-1501-5. Fang Lu, Fa Wu, Peijun Hu, Zhiyi Peng, Dexing Kong*, Automatic 3D liver location and segmentation via convolutional neural network and graph cut, Int J CARS (2016), doi:10.1007/s11548-016-1467-3. Jialin Peng, Peijun Hu, Fang Lu, Zhiyi Peng, Dexing Kong and Hongbo Zhang, 3D liver segmentation using multiple region appearances and graph cuts, Medical Physics 42, 6840 (2015). Jialin Peng, Y. C. Hon and De-Xing Kong*, A Structural low rank regularization method for single image super-resolution, Machine Vision and Applications 26 (2015), 991-1005. Zheng Xie, Jiang Zhu, De-Xing Kong* and Jianping Li, A random geometric graph built on a time-varying Riemannian manifold, Physica A 436 (2015), 492-498. De-Xing Kong and Chen Zhao, Light-likeness of boundaries of extremal surfaces of mixed type in physical spaceCtimes, J. Math. Anal. Appl. 422 (2015), 1026-1033. Qiong Lou, Jialin Peng and De-Xing Kong*, A variational formulation for physical noised image segmentation, Appl. Math. J. Chinese Univ. 30 (2015), 77-92. Shou-Jun Huang, Hui-Hui Dai and De-Xing Kong, Global structure stability for the wave catching-up phenomena in a prestressed two-material bar, SIAM J. Appl. Math. 75 (2015), 585-604. De-Xing Kong and Changhua Wei, Formation of singularities in one-dimensional Chaplygin gas, Journal of Hyperbolic Differential Equations 3, (2014), 521C561 Jialin Peng, Ye Wang and De-Xing Kong , Liver segmentation with constrained convex variational model, Pattern Recognition Letters 43 (2014), 81-88. De-Xing Kong and Jinhua Wang, Einstein’s hyperbolic geometric flow, Journal of Hyperbolic Differential Equations 11 (2014), 249-267. De-Xing Kong and Changhua Wei, The global existence and the life span of smooth solutions to a class of complex conservation laws, Nonlinear Analysis 95 (2014), 553-567. De-Xing Kong and Changhua Wei, Formation and propagation of singularities in one-dimensional Chaplygin gas, Journal of Geometry and Physics 80 (2014), 58-70. Jialin Peng, Fangfang Dong, Yunmei Chen and Dexing Kong*, A region-appearance-based adaptive variational model for 3D liver segmentation, Medical Physics 41,043502 (2014) Zheng Xie, Enming Dong, Jianping Li, De-Xing Kong* and Ning Wu, Potential links by neighbor communities, Physica A 406 (2014), 244-252. De-Xing Kong and Changhua Wei, Blowup of smooth solutions of a class of complex conservation laws, Journal of Mathematical Analysis and Applications 406 (2013), 464-474. Kai-Feng Wang, Wei Pan, Fei Wang, Gao-Feng Wang, Pai Madhava, Hong- Ming Pan, De-Xing Kong* and Xiang-Guan Liu, Geometric Optimization of a Mathemat-ical Model of Radiofrequency Ablation in Hepatic Carcinoma, Asian Pacific Journal of Cancer Prevention 14 (2013), 6151-6158. De-Xing Kong and Fa Wu, A New Type of Distributed Parameter Control Systems: Two-Point Boundary Value Problems for Infinite-Dimensional Dynamical Systems, Journal of Applied Mathematics, Article ID 454857 (http://dx.doi.org/10.1155/2013/454857), 2013. De-Xing Kong and Xiao-Yan Li, Motion of Relativistic Strings on the Equatorial Plane in the Schwarzschild Space-Time, COMMUNICATIONS IN THEORETICAL PHYSICS 59 (2013), 80-86. Shou-Jun Huang, Hui-Hui Dai, Zhen Chen and De-Xing Kong, Mathematical theory and analytical solutions for the wave catching-up phenomena in a nonlinearly elastic composite bar, PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES 468 (2012), 3882-3901. Dan Long, Jinwei Wang, De-Xing Kong* and Minming Zhang, Automatic classification of early Parkinson’s disease with multi-modal MR imaging, PLOS ONE 7(11) (2012), e47714. De-Xing Kong and Yu-Zhu Wang, Long-time behaviour of smooth solutions to the compressible Euler equations with damping in several space variables, IMA Journal of Applied Mathematics 77 (2012), 473-494. Jialin Peng, Jinwei Wang and De-Xing Kong*, A new convex variational model for liver segmentation, ICPR 2012 (IAPR Best Scientific Paper Award). Jialin Peng, Fangfang Dong and De-Xing Kong*, Recent advances of variational model in medical imaging and applications to computer aided surgery, Appl. Math. J. Chinese Univ. 27 (2012), 379-411 Z. Dong, Y. Chen, De-Xing Kong and Z. Wang, Symmetry reduction and exact solutions of a hyperbolic Monge-Amp`ere equation, Chinese Annals of Mathematics Series 33B (2012), 309-316. De-Xing Kong, Kefeng Liu and Yu-Zhu Wang, Life-span of classical solutions to hyperbolic geometric flow in two space variables with slow decay initial data, Communications in Partial Differential Equations 36 (2011), 162-184. De-Xing Kong, Kefeng Liu and Ming Shen, Time-Periodic Solutions of the Einstein’s Field Equations III: Physical Singularities, Science in China 54 (2011), 23-33. De-Xing Kong and Qing-You Sun, Two-point boundary value problems and exact controllability for several kinds of linear and nonlinear wave equations, Journal of Physics: Conference Series 290 (2011), 012008. De-Xing Kong, Kefeng Liu and Yu-Zhu Wang, Global existence of smooth solution-s to two-dimensional compressible isentropic Euler equations for Chaplygin gases, Science in China (Special Issue Dedicated to Professor Yang Lo on the Occasion of his 70th Birthday) 53 (2010), 719-738. Wen-Rong Dai, De-Xing Kong and Kefeng Liu, Hyperbolic geometric flow (I): short-time existence and nonlinear stability, Pure and Applied Mathematics Quarterly (Special Issue: In honor of Michael Atiyah and Isadore Singer) 6 (2010), 331-359. De-Xing Kong and Kefeng Liu, Time-Periodic Solutions of the Einstein’s Field Equations I: General Framework, Science in China, 53 (2010), 1213-1230. De-Xing Kong, Kefeng Liu and Ming Shen, Time-Periodic Solutions of the Einstein’s Field Equations II: Geometric Singularities, Science in China, 53 (2010), 1507-1520. Chun-Lei He and De-Xing Kong*, Spherical symmetric solutions for the motion of relativistic membranes in the Schwarzschild spacetime, Journal of Mathematical Physics 50 (2009), 083516. De-Xing Kong and Qiang Zhang, Solution formula and time-periodicity for the motion of relativistic strings in the Minkowski space R1+n, Physica D 238 (2009), 902-922. De-Xing Kong and Zeng-Gui Wang, Formation of singularities in the motion of plane curves under hyperbolic mean curvature flow, Journal of Differential Equations 247 (2009), 1694-1719. De-Xing Kong, Kefeng Liu and De-Liang Xu, The hyperbolic geometric flow on Riemann surfaces, Communications in Partial Differential Equations 34 (2009), 553-580. Chun-Lei He, De-Xing Kong and Kefeng Liu, Hyperbolic mean curvature flow, Journal of Differential Equations 246 (2009), 373-390. De-Xing Kong, Kefeng Liu and Zeng-Gui Wang, Hyperbolic mean curvature flow: Evolution of plane curves, Acta Mathematica Scientia (A special issue dedicated to Professor Wu Wenjun’s 90th birthday) 29 (2009), 493-514. Wen-Rong Dai, De-Xing Kong and Kefeng Liu, Dissipative hyperbolic geometric flow, Asian Journal of Mathematics 12 (2008), 345-364. De-Xing Kong, Extremal Sub-manifolds in Minkowski Space-time, in “Trends in Partial Differential Equations” ALM 10, Higher Education Press and International Press, Beijing-Boston, 2010, 213-240. Chun-Lei He, Sen Hu, De-Xing Kong and Kefeng Liu, Generalized Ricci flow I: local existence and uniqueness, in Topology and Physics: Proceedings of the Nankai International Conference in Memory of Xiao-Song Lin (Tianjin, China, 2007), World Scientific Publishing Company, 2008, 142-159. De-Xing Kong, Qiang Zhang and Qing Zhou, The dynamics of relativistic strings moving in the Minkowski space R1+n, Communications in Mathematical Physics 269 (2007), 153-174. De-Xing Kong and Kefeng Liu, Wave character of metrics and hyperbolic geometric flow, J. Math. Phys. 48(10), 103508 (2007), 1-14. Wen-Rong Dai and De-Xing Kong , Global existence and asymptotic behavior of classical solutions of quasilinear hyperbolic systems with linearly degenerate characteristic fields, Journal of Differential Equations, 235 (2007), 127-165. Shou-Jun Huang and De-Xing Kong*, Equations for the motion of relativistic torus in the Minkowski space R1+n , J. Math. Phys. 48(8), 083510 (2007), 1-15. De-Xing Kong, Hyperbolic geometric flow, in the Proceedings of ICCM (Hangzhou, China, 2007), Vol. II, Higher Education Press, Beijing, 2007, 95-110. De-Xing Kong, Qing-You Sun and Yi Zhou, The equation for time-like extremal surfaces in Minkowski space R1+(1+n), Journal of Mathematical Physics 47(1), 013503 (2006), 1-16. Hui-Hui Dai and De-Xing Kong*, The propagation of impact-induced tensile waves in a kind of phase-transforming materials, Journal of Computational and Applied Mathematics 190 (2006), 57-73. Hui-Hui Dai and De-Xing Kong*, Global Structure Stability of Impact-Induced Tensile Waves in a Rubber-like Material, IMA J. Appl. Math. 71 (2006), 14-33. De-Xing Kong, Global structure instability of Riemann solutions of quasilinear hyperbolic systems of conservation laws: rarefaction waves, Journal of Differential Equations 219 (2005), 421-450. De-Xing Kong and Hui Yao, Global exact boundary controllability of a class of quasilinear hyperbolic systems of conservation laws II, SIAM Journal on Control and Optimization 44 (2005), 140-158. Wen-Rong Dai and De-Xing Kong*, Analysis of Singularities and Development of Shocks for a class of multidimensional hyperbolic systems of conservation laws, Math. Meth. Appl. Sci., 28 (2005), 1585-1611. Hui-Hui Dai and De-Xing Kong*, Blowup of solutions to generalized Riemann problem for quasilinear hyperbolic systems of conservation laws, IMA J. Appl. Math. 69 (2004), 131-158. De-Xing Kong and Tong Yang, Asymptotic behavior of global classical solutions of quasilinear hyperbolic systems, Communications in Partial Differential Equations 28 (2003), 1203-1220. De-Xing Kong, Global structure stability of Riemann solutions of quasilinear hyperbolic systems of conservation laws: shocks and contact discontinuities, Journal of Differential Equations 188 (2003), 242-271. De-Xing Kong and Tong Yang, A note on “Well-posedness for hyperbolic conservation laws”, Applied Mathematics Letters 16 (2003), 143-146. De-Xing Kong, Global exact boundary controllability of a class of quasilinear hyper-bolic systems of conservation laws, Systems & Control Letters 47 (2002), 287-298. De-Xing Kong, Formation and propagation of singularities for 2x2 quasilinear hyperbolic systems, Transactions of the American Mathematical Society 354 (2002), 3155-3179.

学术兼职

中国人民解放军总医院(北京301医院)客座教授 中国人民解放军医学院客座教授 中国人民解放军国防科技大学客座教授 英国Northumbria University客座教授 西安大数据与人工智能研究院副院长 山东省数字医学与计算机辅助手术省级重点实验室学术委员会委员 中国医学装备人工智能联盟专家委员会委员 中国生物医学工程学会医学人工智能专业委员会副主任委员 中国兵工学会应用数学专业委员会副主任委员 浙江省数理医学学会(省一级学会)理事长 河南省数字图形图像学会(省一级学会)理事长

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