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portada Adaptive Treatment Strategies in Practice: Planning Trials and Analyzing Data for Personalized Medicine
Type
Physical Book
Author
Publisher
Language
English
Pages
364
Format
Paperback
Dimensions
25x17.7x2.3 cm
Weight
0.76 kg.
ISBN13
9781611974171
Categories

Adaptive Treatment Strategies in Practice: Planning Trials and Analyzing Data for Personalized Medicine

Michael R. Kosorok (Author) · Erica E. M. Moodie (Author) · Society for Industrial and Applied Mathematic · Paperback

Adaptive Treatment Strategies in Practice: Planning Trials and Analyzing Data for Personalized Medicine - Kosorok, Michael R. ; Moodie, Erica E. M.

New Book Imported to New Zealand
Delivery: 07 Dec - 14 Dec Shipping: 14 to 15 business days.
NZ$ 241.58
Import costs and 15% GST included in the price ✅
NZ$ 241.58

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Synopsis "Adaptive Treatment Strategies in Practice: Planning Trials and Analyzing Data for Personalized Medicine"

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-driven framework for precision medicine. A learning-by-seeing approach to the development of ATSs is provided in this book. While estimation procedures are described in sufficient heuristic and technical detail, so that less quantitative readers can understand the broad principles underlying the approaches, practices can also be implemented by more quantitative readers. As the most up-to-date summary of the current state of statistical research in personalized medicine, this book is ideal for a broad audience of health researchers.

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