Optimization and data mining in medicine

• Autores: Panos M. Pardalos, Vera Tomaino, Petros Xanthopoulos
• Localización: Top, ISSN-e 1863-8279, ISSN 1134-5764, Vol. 17, Nº. 2, 2009, págs. 215-236
• Idioma: inglés
• DOI: 10.1007/s11750-009-0124-1
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• Resumen

  • 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.