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Adaptive Treatment Strategies in Practice: Planning Trials and Analyzing Data for Personalized Medicine (ASA-SIAM Series on Statistics and Applied Probability)

Michael R. Kosorok, Erica E. M. Moodie




[PDF.qh64] Adaptive Treatment Strategies in Practice: Planning Trials and Analyzing Data for Personalized Medicine (ASA-SIAM Series on Statistics and Applied Probability)

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 | #1739618 in Books |  2015-12-14 | Original language:English |  9.72 x.91 x6.85l,1.68 | File type: PDF | 364 pages

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Personalized medicine is a medical paradigm that emphasizes systematic use of individual patient information to optimize that patient's health care, particularly in managing chronic conditions and treating cancer. In the statistical literature, sequential decision making is known as an adaptive treatment strategy (ATS) or a dynamic treatment regime (DTR). The field of DTRs emerges at the interface of statistics, machine learning, and biomedical science to provide a data-...

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