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Thanks to recent advancements, optimization is now recognized as a
crucial component in research and decision-making across a number
of fields. Through optimization, scientists have made tremendous
advances in cancer treatment planning, disease control, and drug
development, as well as in sequencing DNA, and identifying protein
structures. Optimization in Medicine and Biology provides
researchers with a comprehensive, single-source reference that will
enable them to apply the very latest optimization techniques to
their work. With contributions from pioneering international
experts this volume integrates strong foundational theory, good
modeling techniques, and efficient and robust algorithms with
relevant applications Divided into two sections, the first begins
with mathematical programming techniques for medical decision
making processes and demonstrates their application to optimizing
pediatric vaccine formularies, kidney paired donation, and the
cost-effectiveness of HIV programs. It also presents recent
advances in cancer treatment planning models and solution
algorithms, including three-dimensional conventional conformal
radiation therapy (3DCRT), intensity modulated radiation therapy
(IMRT), tomotherapy, and proton therapy. Part two focuses on
optimization in biology and discusses computational algorithms for
genomic analysis; probe design and selection, properties of probes,
and various algorithms and software packages to aid in probe
selection and design. Subsequent chapters introduce a new dihedral
angle measure for protein secondary prediction, and an optimization
approach for tumor virotherapy with recombinant measles viruses.
The editors include a short tutorial appendix on Integer
Programming (IP). Highlighting the most recent advances in
optimization techniques for solving complex problems in medical
research, this book facilitates strong collaborative environments
among optimization researchers and medical professionals for future
medical research.
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