美国佐治亚州立大学Yanqing Zhang教授学术报告海报

来源:信息科学与技术学院  作者:李天瑞  日期:2017-11-13  点击数:188


创源大讲堂研究生

学术讲座

报告题目:基于多领域大数据挖掘的早期精准抑郁症诊断系统

报告人:美国佐治亚州立大学Yanqing Zhang教授

报告时间:2017111416

报告地点:西南交通大学犀浦校区9号楼9305#

主持人:李天瑞 教授

 

讲座内容简介:

President Obama announced the Precision Medicine Initiative - a novel research effort to revolutionize how we improve health and treat disease in the 2015 State of the Union address. National Institute of Mental Health of NIH states that about 6.7% of U.S. adults experience major depressive disorder each year. About 6% of Chinese people have major depressive disorder annually. However, traditional depression diagnosis methods usually use one-domain features such as molecular biological features, (2) brain imaging features, or (3) physiological features. To overcome the conventional technical limitations, it is critical to have global multi-modal data for further intelligent big data mining for depression precision medicine. Thus, it is urgent to develop effective and efficient multi-modal data mining methods using parallel and cloud computing to discover key multidisciplinary features from multidisciplinary depression data to make accurate early depression diagnosis with multidisciplinary feature fusion. It is necessary to develop new big data mining methods that can analyze multi-modal data sets including (1) global depression data sets (brain data, genetic data and human behavior data), (2) English biomedical literature in PubMed, and (3) Chinese biomedical literature to discover key multidisciplinary features for accurate early depression diagnosis.

主讲人简介:

Dr. Yanqing Zhang (张晏青) is currently a full Professor of the Computer Science Department at Georgia State University. He received the Ph.D. degree in computer science from the University of South Florida in 1997. His research interests include hybrid intelligent systems, computational intelligence, machine learning, data mining, granular computing, Yin-Yang computation, intelligent cloud computing, and intelligent mobile computing. He has co-authored 2 books, co-edited 2 books and 4 conference proceedings. He published 18 book chapters, 76 journal papers and over 150 conference/workshop papers. He has served as a Reviewer for 65 international journals and as a program committee member over 140 international conferences and workshops. He is Managing Editor of International Journal of Functional Informatics and Personalised Medicine. He is Editor of Journal of Advances in Information Technology. He is Associate Editor of Journal of Computational Intelligence in Bioinformatics and Systems Biology, and Network Modeling Analysis in Health Informatics and Bioinformatics. He is an Editorial Board member of International Journal of Granular Computing, Rough Sets and Intelligent Systems, International Journal of Information Technology, Communications and Convergence, and International Journal of Swarm Intelligence Research. He is the recipient of many awards including IEEE BIBE 2007 Outstanding Academic Service Award, WORLDCOMP 2007 Achievement Award and IEEE GrC 2005 Outstanding Service Award. He is a member of the Bioinformatics and Bioengineering Technical Committee, and the Data Mining Technical Committee of the IEEE Computational Intelligence.

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主办单位:研究生院

承办单位:信息科学与技术学院

2017年118

附件 1:学术讲座