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【医学部学术讲座】——Computational Medicine and Health Care

文章来源: 作者: 发布时间:2016年12月13日 点击数: 字体:

主讲嘉宾:陈子仪 University of Notre Dame  教授

时间:     2016年12月16日上午 10:00 – 11:00

地点:     深圳大学医学院725会议室

主持人:   倪东 副教授

单位:医学超声关键技术国家地方联合工程实验室、广东省生物信息检测与医学超声成像重点实验

报告内容简介: 

In this talk, we present a set of important computational problems and approaches in modern medical research, clinical practice, and applications. In particular, we discuss computational problems that arise in medical imaging, clinical diagnosis and prognosis, basic medical research, and other medical applications.  These include identification and distribution analysis of immune cells (for the diagnosis and prognosis of breast cancer, inflammation diseases, and auto-immune diseases, and in stem cell studies of leukemia bone marrow micro-environments), medical imaging for cancer detection and research, motion tracking of massive swarming bacteria in image movies, etc. We demonstrate new models for formulating key medical tasks as computational problems, and devise effective approaches for solving them, based on combinations of techniques in computer vision, data mining, and optimization.  In particular, we present new computational approaches for medical problems based on the emerging powerful framework of deep learning. Also, we show experimental data and results to illustrate the clinical applications of our approaches. Finally, we highlight some important future research trends and problems in the exciting new area of computational medicine and health care.

报告嘉宾简介

Prof. Danny Z. Chen(陈子仪)received the B.S. degrees in Computer Science and in Mathematics from University of San Francisco, California, US in 1985, and the M.S. and Ph.D. degrees in Computer Science from Purdue University, West Lafayette, Indiana, US in 1988 and 1992, respectively. He has been on the faculty of the Department of Computer Science and Engineering at University of Notre Dame, Indiana, US since 1992, and is currently a Professor. Prof. Chen's main research interests are in computational medicine, medical imaging, computational geometry, algorithms and data structures, computer vision, data mining, and VLSI. He has published many journal and conference papers in these areas, and holds 5 US patents for technology development in computer science and engineering and medical applications. Prof. Chen is a Fellow of IEEE and a Distinguished Scientist of ACM.  He received the CAREER Award of the US National Science Foundation (NSF) in 1996, the James A. Burns Award for Graduate Education of University of Notre Dame in 2009, and a Laureate Award in the 2011 Computerworld Honors Program for his work on developing “Arc-Modulated Radiation Therapy” (a new radiation cancer treatment approach).

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