书目名称 | Optimization in Medicine |
编辑 | Carlos J. S. Alves,Panos M. Pardalos,Luis Nunes Vi |
视频video | |
概述 | Presents state-of-the-art research in optimization in medicine.Discusses a variety of medical topics and mathematical techniques.Numerous applications include radiotherapy treatment design, ultrasound |
丛书名称 | Springer Optimization and Its Applications |
图书封面 |  |
描述 | .Optimization has become an essential tool in addressing the limitation of resources and need for better decision-making in the medical field. Both continuous and discrete mathematical techniques are playing an increasingly important role in understanding several fundamental problems in medicine...This volume presents a wide range of medical applications that can utilize mathematical computing. Examples include using an algorithm for considering the seed reconstruction problem in brachytherapy and using optimization-classification models to assist in the early prediction, diagnosis and detection of diseases. Discrete optimization techniques and measures derived from the theory of nonlinear dynamics, with analysis of multi-electrode electroencephalographic (EEG) data, assist in predicting impending epileptic seizures. Mathematics in medicine can also be found in recent cancer research. Sophisticated mathematical models and optimization algorithms have been used to generate treatment plans for radionuclide implant and external beam radiation therapy. Optimization techniques have also been used to automate the planning process in Gamma Knife treatment, as well as to address a variety |
出版日期 | Book 2008 |
关键词 | SOIA; algorithms; classification; global optimization; optimization; therapy; ultrasound |
版次 | 1 |
doi | https://doi.org/10.1007/978-0-387-73299-2 |
isbn_softcover | 978-1-4419-2517-6 |
isbn_ebook | 978-0-387-73299-2Series ISSN 1931-6828 Series E-ISSN 1931-6836 |
issn_series | 1931-6828 |
copyright | Springer-Verlag New York 2008 |