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教育背景

1982.9-1986.7:在华中科技大学(原华中工学院)计算机系读本科,获工学学士学位;

1986.9-1989.6:在华中科技大学(原华中理工大学)计算机系读硕士,获工学硕士学位;

1994.9-1998.10:在华中科技大学计算机科学与技术学院读博士,获博士学位;

2002.1-2003.1:在美国Temple University计算机与信息科学系做访问学者;


研究方向

医学图像人工智能生物信息、优化算法

工作经历

1989.6-1994.5:在机电部武汉计算机外部设备研究所CAD部任助理工程师、工程师,主要从事机械CAD软件开发工作,参加过国家“七五”“八五”重点攻关项目“具有自主版权的机械CAD支撑软件”;

1994.5-今:先后在华中科技大学计算机科学与技术学院计算机理论研究所和医学图像信息研究中心任讲师、副教授、教授,主要从事生物医学图像信息处理与分析研究和教学工作。


研究论文

[1]      Yongchuan Liu, Renchao Jin(通讯作者), Mi Chen, Enmin Song, Xiangyang Xu, Sheng Zhang, Chih-Cheng Hung, Contour propagation using non-uniform cubic B-splines for lung tumor delineation in 4D-CT,  Int J CARS (2016). SCI收录,doi:10.1007/s11548-016-1457-5 

[2]      Renchao Jin, Shengrong Zhao, Xiangyang Xu, Enmin Song, Chih-Cheng Hung, Super-Resolving Barcode Images with an Edge-Preserving Variational Bayesian Framework. Journal of Electronic Imaging, 25(3): 033016 (Jun 09, 2016), 16 pages (SCI收录,doi: 10.1117/1.JEI.25.3.033016 )

[3]      Renchao Jin, Shengrong Zhao, Xiangyang Xu, Enmin Song, Multiframe Superresolution of Vehicle License Plates Based on Distribution Estimation Approach, Journal of Control Science and EngineeringVolume 2016 (2016), Article ID 4194309, 19 pages (SCI收录doi: 10.1155/2016/4194309 )

[4]      S Zhao, R Jin(通讯作者), X Xu, E Song, CC Hung, A Variational Bayesian Superresolution Approach Using Adaptive Image Prior Model, Mathematical Problems in Engineering,  Volume 2015(2015), Article ID 469859, 13 pages (SCI收录WOS:000363194100001 doi: 10.1155/2015/469859 )

[5]      M Yu, E Song, R Jin, H Liu, X Xu, G MaA novel method for fusion of differently exposed images based on spatial distribution of intensity for ubiquitous multimediaMultimedia Tools and Applications 74 (8), 2015: 2745-2761 (SCI收录WOS:000351692300010)

[6]      JY Zeng, HH Ye, SX Yang, RC Jin, QL Huang, YC Wei, SG Huang, et al. Clinical application of a novel computer-aided detection system based on three-dimensional CT images on pulmonary nodule, International journal of clinical and experimental medicine 8 (9), 2015: 16077 (SCI收录WOS:000365273300054)

[7]      刘永川, 宋恩民, 金人超 许向阳, 刘宏, 马光志,一种基于强散射介质的断层重建模型,红外与激光工程 43 (9), 2014: 3094-3098 (CSCD:5260121)

[8]      Mali Yu, Hong Liu, Jianping Gong, Renchao Jin, Ping Han, Enmin Song, Automatic Segmentation of Pulmonary Fissures in Computed Tomography Images Using 3D Surface Features, Journal of Digital Imaging, Volume 27, Issue 1, February 2014: 58-67. (SCI收录WOS:000330733700009doi: 10.1007/s10278-013-9632-5 )

[9]      H Liu, J Wang, X Xu, E Song, Q Wang, R Jin, CC Hung, B FeiA robust and accurate center-frequency estimation (RACE) algorithm for improving motion estimation performance of SinMod on tagged cardiac MR images without known tagging parameters, Magnetic resonance imaging 32 (9), 2014: 1139-1155 (SCI收录WOS:000342546700010)

[10]  Hong Liu, Mali Yu, Renchao Jin(通讯作者), Enmin Song, Gang Li, Ling Lin,  Fill light for grayscale superresolution, Opt. Eng. 52(7), 073105 (Jul 09, 2013).SCI收录: 000322478600008, http://dx.doi.org/10.1117/1.OE.52.7.073105 

[11]  Mali Yu, Enmin Song, Renchao Jin(通讯作者), Hong Liu, Guangzhi Ma, Chih-Cheng Hung, Automatic Segmentation of Lung Nodules Based on Intensity-Guided Active Contours, International Workshop on Graphics and Vision 2013, IWGV 2013, May 8-11, 2013, Tokyo, Japan

[12]  Hong Liu, Yihua Lan, Qian Wang, Renchao Jin, Enmin Song, and Chih-Cheng Hung, Fast weighted K-view-voting algorithm for image texture classification, Opt. Eng. 51(2), 027004 (Mar 02, 2012), SCI收录: 000302779500043http://dx.doi.org/10.1117/1.OE.51.2.027004

[13]  Mali Yu, Renchao Jin, Hong Liu, Qiliang Huang, Enmin Song, and Chih-Cheng Hung. A novel segmentation method for convex lesions based on dynamic programming with local intra-class variance. in Proceedings of the 27th Annual ACM Symposium on Applied Computing. Volume 1, 2012: 39-44 (EI Accession number: 20122815237643)

[14]  Yihua Lan, Xiangyang Xu, Renchao Jin, Shengrong Zhao and Jingsheng Zhu, Region and Edge Integration based Active Contour Model for Mammographic Mass Segmentation, Information, 15(9), Sep. 2012: 3673-3680. (SCI收录: 000307089800005)

[15]  阳世雄,曾建业,金人超等.基于三维CT 影像的计算机辅助肺结节检测原型系统的临床应用,中华临床医师杂志:电子版,201264):857-860

[16]  Hong Liu, Yaobin Zou, Renchao Jin(通讯作者), An effusion–evaporation model for image edge detection, Optics and Lasers in Engineering, Volume 49, Issue 7, July 2011: 946-953  (SCI收录: 000291078500030http://dx.doi.org/10.1016/j.optlaseng.2011.02.005 )

[17]  Zhifang Min, Renchao Jin, Enmin Song, Hong Liu, Xiaotong Wang, Chih-Cheng Hung. 3-D segmentation of lung nodules in CT images based on improved level set method, Information, 14(4) , Apr. 2011: 1411-1418.SCI收录: 000292055400025

[18]  Renchao Jin, Zhifang Min, Enmin Song, Hong Liu, Yinyu Ye, A novel fluence map optimization model incorporating leaf sequencing constraints, Phys. Med. Biol. 55 No 4, Feb 2010: 1243-1264SCI 收录: 000274206800023http://www.iop.org/EJ/abstract/0031-9155/55/4/023/?rss=2.0 )

[19]  闵志方,宋恩民,金人超(通讯作者),刘宏,用于逆向计划设计的整合优化方法,华中科技大学学报(自然科学版),第38卷第1期,20101月:5-8EI Compendex 20101312808087

[20]  Qian Wang, Enmin Song, Renchao Jin(通讯作者), Ping Han, Xiaotong Wang, Yanying Zhou, Jianchao Zeng, Segmentation of lung nodules in computed tomography images using dynamic programming and multidirection fusion techniques,  Academic Radiology, Vol. 16, Issue 6, June 2009: 678-688SCI收录: 000266210300006Elsevierhttp://linkinghub.elsevier.com/retrieve/pii/S1076633208007691

[21]  Enmin Song, Luan Jiang, Renchao Jin, Lin Zhang, Yuan Yuan, Qiang Li, Breast Mass Segmentation in Mammography Using Plane Fitting and Dynamic Programming, Academic Radiology, Vol. 16, Issue 7, July 2009: 826-835SCI收录: 000267388900007Elsevierhttp://linkinghub.elsevier.com/retrieve/pii/S1076633208007757

[22]  Yaobin Zou, Enmin Song, Renchao Jin. Age-dependent changes in skin surface assessed by a novel two-dimensional image analysis. Skin Research and Technology. 2009, 154):399-406.SCI收录: 000270734200004http://www3.interscience.wiley.com/journal/122525690/abstract?CRETRY=1&SRETRY=0 

[23]  闵志方,宋恩民,金人超(通讯作者),李国宽用于脂肪肝严重程度量化分级的B超图像特征提取计算机辅助设计与图形学学报, 2009年第6期,第21卷第6期,752-757 (EI Compendex 20092712172037

[24]  Hong Zhu, Kevin Lü, Renchao Jin, A practical mandatory access control model for XML databases, Information Sciences, Vol. 179, No. 8, March 2009: 1116-1133 (EI Compendex 090611899779, SCI收录: 000263944000008Elsevierhttp://linkinghub.elsevier.com/retrieve/pii/S0020025508005409  )

[25]  Renchao JinEnmin SongLijuan ZhangZhifang MinXiangyang XuChih-Cheng HungDenoising of brain MRI images using modified PDE model based on pixel similarityProc. SPIE 6914, 69142-8, SPIE Medical Imaging 2008San Diego, CA USA16 - 21 February 2008EI Compendex082111264753

[26]  金人超,孟 波,宋恩民,许向阳,从乳腺X线图像中检测肿块的基于内容的图像检索,小型微型计算机系统,Vol. 29, No. 2, Feb. 2008:324-328 (Inspec10109459)

[27]  Xinqiao Lu, Ping Li, Guoqiang Xiao, Renchao Jin(通讯作者), Enming Song, Xiaojuan Liu, Qiaoling Luo, A Partial Area Matching Method Based on Support Vector Machine for Distinguishing Similar On-Line Handwritten Chinese Characters, The 2nd International Conference on Bioinformatics and Biomedical Engineering, iCBBE 2008, 16-18 May 2008: 1984-1987 (EI Compendex 083711531904)

[28]  Yaobin Zou, Enmin Song, Guokuan Li, Renchao Jin, Automatic Detection of Fine Hairs in Skin Aging Analysis, The 2nd International Conference on Bioinformatics and Biomedical Engineering, May 16-18, 2008, Shanghai, China:2349-2352EI Compendex 083711531992

[29]  Renchao Jin, Bo Meng, Enmin Song, Xiangyang Xu, Luan Jiang, Computer-aided Detection of Mammographic Masses Based on Content-based Image Retrieval, Proc. SPIE 6514, 65141W, Medical Imaging 2007, SPIE, San Diego,  CA  USA. EI Compendex 074210876569

[30]  Renchao Jin, Enmin Song, Kefeng Dai, Yu Luo, Guoping ChenQuantitative Evaluation of Skin Coarseness Based on Texture Periodicity Detection, 1st International Conference on Medical Image Processing and Clinical Applications, MIPCA 2007, May 11-14, 2007, Guangzhou, China.

[31]  Enmin Song, Renchao Jin(通讯作者), Yu Luo, Xiangyang Xu, Chih-Cheng Hung, Jianqiang Du, Boundary Refined Texture Segmentation on Liver Biopsy Images for Quantitative Assessment of Fibrosis Severity, Proc. SPIE 6512, 65124G, Medical Imaging 2007, SPIE, San Diego, CA  USA. EI Compendex074710939412

[32]  Enmin Song, Renchao Jin(通讯作者), Chi-Cheng Hung, Yu Luo, Xiangyang Xu, Boundary Refined Texture Segmentation Based on K-View-datagram Method, 2007 IEEE Symposium Series on Computational Intelligence (CIISP 2007), Honolulu, HI USA , April 1-5, 2007:19-23EI Compendex 073910827096

[33]  王倩,宋恩民,金人超(通讯作者),许向阳,路志宏,罗煜,自动获取肝脏纤维化定量指数的图像分割方法,计算机辅助设计与图形学学报,Vol. 19, No. 6, Jun. 2007:775-780EI Compendex 072710692452

[34]  Enmin Song, Luan Jiang, Jinhui Liu, Renchao Jin(通讯作者), Xiangyang Xu, Mammographic Mass Segmentation Based on Maximum Entropy Principle and Active Contour Model, Proc. SPIE 6789, 67891G1-7, SPIE Fifth International Symposium on Multispectral Image Processing and Pattern Recognition, 15-17 November 2007EI Compendex 081811236300

[35]  Luan Jiang, Enmin Song, Meng Bo, Renchao Jin(通讯作者), Xiangyang Xu, Analysis of density features surrounding mammographic Abnormalities, Proc. of SPIE 6534, 65342L1-7, Fifth International Conference on Photonics and Imaging in Biology and Medicine, 2007EI Compendex 074510905754

[36]  Hong Zhu, Jing Cheng, Renchao Jin(通讯作者), Kevin Lu, “Executing Query over Encrypted Character Strings in Databases,” Proc. Proceedings of the 2007 Japan-China Joint Workshop on Frontier of Computer Science and Technology, IEEE Computer Society Washington, DC, USA, 2007: 90-97. EI Compendex083011396507)

[37]  Enmin Song, Luan Jiang, Bo Meng, Renchao Jin, Xiangyang Xu, Chih-cheng Hung, Mass Edge Detection in Mammography Based on Plane Fitting and Dynamic Programming, 2007 ACM symposium on Applied computing, March 11-15, 2007, Seoul, Korea.EI Compendex 074210876742

[38]  Renchao Jin, Lijuan Zhang, Bo Meng, Enmin Song, Xiangyang Xu, Chih-Cheng Hung, A weighted average algorithm for edge-preserving smoothing on MRI images, Proc. SPIE 6144, 61446H, Medical Imaging 2006, SPIE, San Diego,  CA  USA. EI Compendex 06259954632

[39]  金人超,王金华,宋恩民,基于粗配准和互信息的脑部MR图像配准算法,计算机仿真,20074月,第24卷,第04期,61-6399

[40]  金人超何军宝宋恩民,脑部MR 图像的Sigma-IFCM分割算法,电子技术应用,2006年第5期,45-47

[41]  金人超宋恩民许向阳刘金辉杨聃史英杰杜柏林数字X线胸片中肺野矩形区域的自动测量与肺气肿诊断中华医学会第十三届全国放射学大会论文汇编, 2006: 1183-1184

[42]  金人超,宋恩民,一种改进Boyer-Moore算法的字符串搜索效率的预处理算法,华中科技大学学报(自然科学版),第33卷第S1,  200512月:266-268 (EI Compendex  06109747601)

[43]  Lugang Li, Renchao Jin, Poh-Lin Kok and Honghui Wan, Pseudo-periodic partitions of biological sequences, Bioinformatics, 2004 20(3):295-306 SCI收录 : 000188990900001http://bioinformatics.oxfordjournals.org/cgi/content/abstract/20/3/295 

[44]  谭严芳,金人超,一种基于NJ的高效构建系统进化树算法计算机工程与应用,Vol.40 no.21 2004: 84-85,97.

[45]  袁激光,金人超,李红涛,基于A*算法的启发式算法求解多序列比对问题,华中科技大学学报,31卷第9,20039月:50-52 (Inspec 7856775)

[46]  李红涛,袁激光,金人超,一种多序列比对的局部优化算法,计算机工程与应用,2003年第39卷第15期:99-101

[47]  金人超,黄文奇,并行计算:改进求解SAT问题效率的有效方法,软件学报,2000,11(3): 398-400 (Inspec 6561953)

[48]  Huang Wenqi, Jin Renchao, Quasiphysical and quasisociological algorithm Solar for solving SAT problem, Science in China (Series E), Vol.42, No.5, Oct. 1999: 485-493 SCI收录: 000083317800006http://www.springerlink.com/content/52251p2375061211/ 

[49]  黄文奇,金人超,求解SAT问题的拟物拟人算法,中国科学(E辑),19972):179-186

[50]  金人超,宋恩民,黄文奇,布尔函数线路复杂度的一个新的下界,计算机学报,Vol. 17, No. 5, May 1994: 376-379 (Inspec 4755345)

[51]  宋恩民,金人超,黄文奇,相对化P=?NP问题的一个注记,数学研究与探索,Vol. 13, No. 3, Aug. 1993: 443-450

科研项目与获奖

科研项目:

1.高等学校骨干教师资助计划项目“基因的多重序列比对算法研究”,2001.1-2004.12,项目负责人;

2.国家留学回国人员科研启动基金项目“基于密码子替代矩阵的基因序列比对算法”,2004.1-2006.12,项目负责人;

3.国家发改委CNGI专项基于IPv6的大规模高性能网格应用子项目基于IPv6的医学图像处理网格应用(项目编号:CNGI-04-15-7A),2005.9-2006.10,负责图像处理算法设计;

4.国家自然科学基金项目三维肿瘤概率映射辅助前列腺活组织穿刺取样方法研究(项目批准号:60542003),2006.1-2006.12,负责图像处理算法设计;

5国家863计划课题基于网格的数字化医疗决策支持系统(项目批准号:2006AA02Z347),2006.12-2008.12,子项目负责人;

6.南宁市科学研究与技术开发计划“基于多视图的计算机辅助乳腺癌诊断方法研究”(合同编号:2007011409c),2007.1-2008.12,负责医学图像处理算法设计;

7.广西科学研究与技术开发计划“基于三维CT影像的计算机辅助肺结节检测方法研究”(任务书编号:桂科攻0816004-18),2008.1-2009.12,项目合作单位负责人;

8.苏州市2008年度第六批科技发展计划(国际科技合作)项目,“64CT肺部结节/肿块智能化影像诊断报告系统合作开发应用(ICUK)”(项目编号:SWH0816),2008.1-2010.12,与苏州大学附属第二医院联合承担,负责医学图像处理算法设计。

9.国家国际科技合作计划(中英联合创新项目ICUK)“医学图像特征量化分析系统”(项目编号:2009DFA12290)2009.3-2011.2,负责医学图像处理算法设计。

10. 武汉联影医疗科技有限公司,“联合实验室项目”,2013.10-2016.10,负责CT肝分段算法与CT肺分叶算法研究。

11. 广州辉博信息技术有限公司,“医用多用户并发式女性盆底肌力检测仪开发”,2015.12-2016.6,项目负责人。

12. 科技部中国-乌克兰政府间科技交流项目,“多模态心脏图像分析方法研究”(项目序号:CU02-14),2017.1-2018.6,项目负责人

13. 国家自然科学基金面上项目,“4D-CT肺癌病灶分割及运动轨迹跟踪一体化算法研究”(项目批准号:81671768)2017.1-2020.12,项目负责人。


获奖:

1.黄文奇,金人超,北京“SAT问题快速算法国际邀请赛”,冠军,19963月。

2.黄文奇,余向东,金人超,许如初,中国高校科学技术奖,一等奖,获奖项目名称:“P=?NP问题与NP难问题的高性能求解算法”,2001年。

3.宋恩民,马光志,金人超,何俊,许向阳,刘宏,张林,湖北省科技进步奖,二等奖,获奖项目名称:“基于海量异构数据智能整合的医疗健康决策支持平台”, 2010年。

4.宋恩民,马光志,金人超,何俊,许向阳,刘宏,张林,武汉市科技进步奖,二等奖,获奖项目名称:“基于海量异构数据智能整合的医疗健康决策支持平台”, 2010年。

5.刘宏,许向阳,宋恩民,金人超,马光志,金良海,湖北省科技进步奖,三等奖,获奖项目名称:“医学图像特征量化分析系统”,2012年。

6.宋恩民,许向阳,刘宏,金人超,潘宁等,日内瓦国际发明博览会,银奖,获奖项目名称:3D医学影像工作站, 2014年。

7.曾建业,阳世雄,金人超,黄启良,梁驰,黄思光,许向阳等南宁市科学技术进步奖,二等奖,获奖项目名称:基于三维CT影像的计算机辅助肺结节检测方法和临床应用研究, 2014年。

8. 曾建业,阳世雄,金人超,黄启良,梁驰,黄思光,许向阳等广西科学技术进步奖,三等奖,获奖项目名称:基于三维CT影像的计算机辅助肺结节检测方法和临床应用研究, 2015年。