Yuqing SONG

Name  Yuqing Song
Title and Position  Professor, Ph.D supervisor
Research Interests  Medical Image Processing, Data Mining, Pattern Recognition, Computer Application in Medicine
Office Phone  +86-511-88791058
E-mail  yqsong@usj.edu.cn
Curriculum Vitae

1) 2001-2005 Ph. D. Candidate in Department of Computer Science and Engineering of Southeast University, Nanjin,Jiangsu,P. R. China. Ph. D Degree April 2005
2) 1997-1999 Graduate Student in Department of Computer Science andTechnology, Nanjing University of Science and Technology, Nanjing, Jiangsu, P.R.China. MS. Degree Sept.1999
3) 1978-1981 Undergraduate Student in Clininc Medcine, Zhenjiang Medical College, Zhenjiang,Jiangsu,P.R China.

Teaching and research achievements

1) Bio-Information Computing, for doctoral students
2) Digital Image Processing, for master students
3) Retrieval Technology on Computer, for master students
4) Program Design, for undergraduate students

Research achievements
1) Song, Yu-Qing, Zhu Yu-Quan; Sun Zhi-Hui; Chen Geng . Algorithm and its updating algorithm based on FP-tree for mining maximum frequent itemsets. Ruan Jian Xue Bao/Journal of Software, v 14, n 9, p 1586-1592, September 2003.
2) Song Yuqing,Zhu Yuquan,Sun Zhihui,Yang Hebiao.An Algorithm and Its Updating Algorithm Based on Frequent Pattern Tree for Mining Constrained Maximum Frequent Itemsets. JOURNAL OF COMPUTER RESEARCH AND DEVELOPMENT . 2005;42(5): 777-783.
3) Song Yuqing,Xie Conghua,Zhu Yuquan.Research on Medical Image Clustering Based on Approximate Density Function.JOURNAL OF COMPUTER RESEARCH AND DEVELOPMENT. 2006;43(11):1947-1952.
4) Song YuQing, Liu Zhe, Chen Jian-Mei. Medical image segmentation based on non-parametric mixture models with spatial information. Signal, Image and Video Processing. P1-10, 2010, 10:1401-1405
5) Song YuQing,XIE Conghua,ZHU Yuquan.Density function based medical image clustering analysis and research, International Joint Conferences on Computer Information and Systems, Sciences and Engineering,December 10-20,2005
6) Song YuQing, Xie Conghua , Chen Jianmei.Medical Image Segmentation using Characteristic Function of Gaussian Mixture Models.2010 3rd International Conference on Biomedical Engineering and Informatics (BMEI 2010).2010.10:375-379
7) Liu Zhe, Song YuQing, Chen JianMei, Xie CongHua. Color image segmentation using nonparametric mixture models with multivariate orthogonal polynomials. Neural Computing & Applications, Online First™, 17 February 2011
8) Xie CongHua, Song YuQing,Liu Zhe. Density-based Clustering Algorithm Using Kernel Density Estimation and Hill-down Strategy.Journal of Information & Computational Science.2010.7(1):135-142
9) Xie Cong-Hua, Song YuQing, Chen Jian-Mei.Fast Medical Image Mixture Density Clustering Segmentation using Stratification Sampling and Kernel Density Estimation. Signal, Image and Video Processing. 2010.2
10) Xie Jun, Song YuQing, Yang XiBei, Sun HuaiJiang. Knowledge Reduction of Dominance-based Fuzzy Rough Set in Fuzzy Decision System. IEEE International Conferences on Cybernetics And Intelligent Systems.2008
11) Zhu Feng, Song YuQing, Chen Jianmei. Fuzzy C-means Clustering for Image Segmentation using the Adaptive Spatially Median Neighborhood Information, Proceddings of the 2010 Chinese Conference on Pattern Recognition, CCPR 2010, V2,593~597
12) Liu Zhe,Song YuQing,Chen Jianmei.Image Segmentation based on Finite Mixture Models of Nonparametric Hermite Orthogonal Sequence .2010 3rd International Congress on Image and Signal Processing (CISP’10).2010.
13) Xie Conghua,Song YuQing, Chang Jinyi. A New Method of Semantic Feature Extraction for medical images data. WuHan University Journal of Natural Sciences. 2006;11(5):103-107
14) Zhu Feng, Song YuQing, Chen Jianmei. Brain MR Image Segmentation based on Gaussian Mixture Model with Spatial Information, Proceedings - 2010 3rd International Congress on Image and Signal Processing, CISP 2010, v3, 1346~1350
15) Yang Xibei, Xie Jun, Song Xiaoning, Yang Jingyu. Credible rules in incomplete decision system based on descriptors.Knowledge-Based Systems.2009.22(1):8-17
16) Song Yuqing,Chen Jianmei,Zhu Feng. Digital Medical Image. Tsinghua University Publishing House,Beijing,2008.2.
17) XIE Cong-hua,SONG Yu-qing,CHEN Jian-mei.Estimating the Number of Components of Mixture Models for Medical Image. COMPUTER SCIENCE.2010.37(10).271~274.
18) XIE Jun ,SONG Yu-qing,CHEN Jian-mei.Extensions of Rough Set Model and Set Pair Analysis in Incomplete Ordered Decision System.COMPUTER SCIENCE .2008.35(12):154~157.
19) ZHU Feng,SONG Yu-qing,ZHU Yu-quan.Color Image Segmentation Based on Spectral Clustering Using Multi-sampling. COMPUTER SCIENCE,2010,37(7):264~266.
20) XIE Jun,YANG Xi-bei,SUN Huai-jiang,SONG Yu-qing.Acquisition of credible rules in ordered decision systems based on descriptors.SYSTEMS ENGINEERING THEORY & PRACTICE .2009.29(7):105-112.(EI)
21) Xie Conghua,Chang Jinyi,Song YuQing. Hill-Down strategy based density clustering and its application to medical image data. Infoscale 2007,June 6-8,2007,Suzhou,China.
22) Li Cunhua, Sun zhihui, Song YuQing. DENCLUE-M: Boosting DENCLUE algorithm by Mean Approximation on Grids, Proc.4th Int. Conf. on Advances in Web Age Information Management,New York: Springer Verlag, 2003.10.
23) Zhu Yuquan, Xie CongHua,Song YuQing. Mining Frequent Item-sets Based on Binary Reduction Database. In: proc. Of 2nd India International Conference on Artificial Intelligence (IICAI-05),2005.12, 2389~2403.
24) Zhu Yuquan, Yang Hebiao,Song YuQing. Research on Algorithm for Mining Negative Association Rules based on Frequent Pattern Tree. Wuhan University Journal of Natural Sciences, Vol.11 No.1 Jan. 2006,46.~50,2389~2403.
25) Chen Jianmei,Lu Hu,Song Yuqing.A Possibility Fuzzy Clustering Algorithm Based on the Uncertainty Membership.JOURNAL OF COMPUTER RESEARCH AND DEVELOPMENT 2008;45(9)1486-1492.
26) Xie Cong-Hua , Shen Jun-Yi, Song Yu-Qing, Chang Jin-Yi. Method of image database clustering and categorization. Kongzhi yu Juece/Control and Decision, v 23, n 6, p 701-704, June 2008 .
27) XIE Jun,YANG Xi-bei,YANG Jing-yu,SUN Huai-jiang,SONG Yu-qing .Knowledge Reductions Based on Descriptors in Incomplete Systems.COMPUTER SCIENCE.2008.35(10):181-184.
28) Zhu Feng, Song Yuqing, Chen Jianmei. Color Image Segmentation Based on Gaussian Mixture Model using Multi-sampling and spatial information. JOURNAL OF IMAGE AND GRAPHICS,2011(Accepted).
29) Liu Zhe, Song Yuqing, Chen Jianmei. Image segmentation based on non-parametric mixture model of THE second Tschebyscheff orthogonal polynomial.JOURNAL OF COMPUTER RESEARCH AND DEVELOPMENT,2011(Accepted).
30) Zhu Feng,Luo Liming,Song Yuqing. Image Segmentation Based on Gaussian Mixture Model using self-adaptive spatial information. JOURNAL OF COMPUTER RESEARCH AND DEVELOPMENT,2011(Accepted).
31) Song Yuqing, Chen Jianmei,Chen Peng.Disk Optical Discs Group Driver . State invention patent (CN101169961).
32) Zhu Yuquan,Chen Geng, Song Yuqing. A medical image recognition method. State invention patent(CN101169961).
33) Song Yuqing, Chen Jianmei,Zhang Yong. A XML document based Electronic Medical Records template system and its making method. State invention patent (CN101944162A).

Electronic Medical Record Writer and Embeded System. Special Fund of Software and Integrated Circuit Foundation of Jiangsu Information Industry of China ([2009]100)

1) Research on Medical Image Recognitionand Clinic Application based on Data Mining, The Third Prize of Science and Technology Advancement, Issued by Jiangsu Province Government, 2009
2) Research on the Association Rules Mining Technology. The Third Prize of Science and Technology Advancement, Issued by Zhenjiang municipal government , 2008.
3) Design and Development of the Management Information System in Zhenjiang City. The Second Prize of Science and Technology Advancement, Issued by Zhenjiang municipal government , 1995.