Optimization and data mining in medicine

被引:2
|
作者
Pardalos, Panos M. [1 ]
Tomaino, Vera [1 ,2 ]
Xanthopoulos, Petros [1 ]
机构
[1] Univ Florida, Gainesville, FL 32601 USA
[2] Magna Graecia Univ Catanzaro, Dept Expt & Clin Med, Catanzaro, Italy
关键词
Optimization; Medicine; Computational biology; Computational neuroscience; SOURCE LOCALIZATION; MICROARRAY DATA; SELECTION;
D O I
10.1007/s11750-009-0124-1
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
Mathematical theory of optimization has found many applications in the area of medicine over the last few decades. Several data analysis and decision making problems in medicine can be formulated using optimization and data mining techniques. The significance of the mathematical models is greatly realized in the recent years owing to the growing technological capabilities and the large amounts of data available. In this paper, we attempt to give a brief overview of some of the most interesting applications of mathematical programming and data mining in medicine. In the overview, we include applications like radiation therapy treatment, microarray data analysis, and computational neuroscience.
引用
收藏
页码:215 / 236
页数:22
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