供稿:管理工程系 摄影:管理工程系
2015年5月29日上午,台湾大学12BET魏志平教授应邀访问了12BET管理与经济学院,并作了题为“Big Data Analytics for Health Informatics: Detecting Adverse Drug Events from Electronic Health Records”的学术报告,报告由管理与经济学院颜志军教授主持。
药品在上市前,会经过严格的测试和临床实验,然而由于实验人数和时间限制等因素,上市后的药品可能存在未被发现的副作用,造成健康隐患。传统的药物副作用发现多使用自发呈报系统中的数据,存在漏报、重复报告等问题,魏志平教授的研究基于台湾全民健康保险研究资料库(NHIRD)中的抽样数据,以4种疾病作为检测目标,构建Drug-Outcome序列,以Micromedex数据库为依据标注信号,评估结果表明这种有监督学习方法优于传统方法(RRR,PRR,ROR和BCPNN),魏志平教授还提出了未来可能的进一步研究方向,并简单介绍了关于发现药品新用途的另一项研究工作。报告完成后,魏志平教授与在座师生就感兴趣的相关研究问题进行了深入的探讨。
报告人简介:
Chih-Ping Wei received a BS in Management Science from National Chiao-Tung University in Taiwan, R.O.C. in 1987 and an MS and a Ph.D. in Management Information Systems from the University of Arizona in 1991 and 1996, respectively. He is currently a distinguished professor of Department of Information Management at National Taiwan University, Taiwan, R.O.C. Prior to joining National Taiwan University in 2010, he was a professor of Institute of Service Science and Institute of Technology Management at National Tsing Hua University in Taiwan and a professor of Department of Information Management at National Sun Yat-sen University in Taiwan. He was also a visiting scholar at the University of Washington in Fall 2013, the University of Illinois at Urbana-Champaign in Fall 2001, and Chinese University of Hong Kong in Summer 2006 and 2007. His papers have appeared in Journal of Management Information Systems (JMIS), European Journal of Information Systems, Decision Sciences, Decision Support Systems (DSS), IEEE Transactions on Engineering Management, IEEE Software, IEEE Intelligent Systems, IEEE Transactions on Systems, Man, and Cybernetics, IEEE Transactions on Information Technology in Biomedicine, Journal of the American Society for Information Science and Technology, Information Processing and Management, Journal of Database Management, and Journal of Organizational Computing and Electronic Commerce, etc. His current research interests include data analytics and business intelligence, text mining and information retrieval, patent analysis and mining, and health informatics. He has edited special issues for Decision Support Systems, International Journal of Electronic Commerce, Electronic Commerce Research and Applications, Information Processing and Management, Pacific Asia Journal of the Association for Information Systems, and Information Systems and e-Business Management.
(审核:颜志军)