Genre Medical

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

Adaptive Treatment Strategies in Practice: Planning Trials and Analyzing Data for Personalized Medicine
Author : Michael R. Kosorok
Publisher : SIAM
Total Pages : 348
Release : 2015-12-08
ISBN 10 : 9781611974188
ISBN 13 : 1611974186
Language : EN, FR, DE, ES & NL

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

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. The authors provide a learning-by-seeing approach to the development of ATSs, aimed at a broad audience of health researchers. All estimation procedures used are described in sufficient heuristic and technical detail so that less quantitative readers can understand the broad principles underlying the approaches. At the same time, more quantitative readers can implement these practices. This book provides the most up-to-date summary of the current state of the statistical research in personalized medicine; contains chapters by leaders in the area from both the statistics and computer sciences fields; and also contains a range of practical advice, introductory and expository materials, and case studies.

Related Books:

Adaptive Treatment Strategies in Practice: Planning Trials and Analyzing Data for Personalized Medicine
Language: en
Pages: 348
Authors: Michael R. Kosorok
Categories: Medical
Type: BOOK - Published: 2015-12-08 - Publisher: SIAM

Personalized medicine is a medical paradigm that emphasizes systematic use of individual patient information to optimize that patient's health care, particularl
Principles and Practice of Clinical Trials
Language: en
Pages:
Authors: Steven Piantadosi
Categories:
Type: BOOK - Published: - Publisher: Springer Nature

Kryger's Principles and Practice of Sleep Medicine - E-Book
Language: en
Pages: 2240
Authors: Meir H. Kryger
Categories: Health & Fitness
Type: BOOK - Published: 2021-12-16 - Publisher: Elsevier Health Sciences

Offering today’s most authoritative, comprehensive coverage of sleep disorders, Kryger’s Principles and Practice of Sleep Medicine, 7th Edition, is a must-h
Machine and Deep Learning in Oncology, Medical Physics and Radiology
Language: en
Pages:
Authors: Issam El Naqa
Categories: Electronic books
Type: BOOK - Published: 2022 - Publisher: Springer Nature

This book, now in an extensively revised and updated second edition, provides a comprehensive overview of both machine learning and deep learning and their role
Optimization of Behavioral, Biobehavioral, and Biomedical Interventions
Language: en
Pages: 301
Authors: Linda M. Collins
Categories: Social Science
Type: BOOK - Published: 2018-07-28 - Publisher: Springer

Behavioral, biobehavioral, and biomedical interventions are programs with the objective of improving and maintaining human health and well-being, broadly define
Dynamic Treatment Regimes
Language: en
Pages: 602
Authors: Anastasios A. Tsiatis
Categories: Mathematics
Type: BOOK - Published: 2019-12-19 - Publisher: CRC Press

Dynamic Treatment Regimes: Statistical Methods for Precision Medicine provides a comprehensive introduction to statistical methodology for the evaluation and di
Principles and Practice of Clinical Research
Language: en
Pages: 824
Authors: John I. Gallin
Categories: Science
Type: BOOK - Published: 2017-11-17 - Publisher: Academic Press

Principles and Practice of Clinical Research, Fourth Edition has been thoroughly revised to provide a comprehensive look at both the fundamental principles and
Genomic and Precision Medicine
Language: en
Pages: 398
Authors: Geoffrey S. Ginsburg
Categories: Science
Type: BOOK - Published: 2016-11-22 - Publisher: Academic Press

Genomic and Precision Medicine: Translation and Implementation highlights the various points along the continuum from health to disease where genomic informatio
Redesigning the Clinical Effectiveness Research Paradigm
Language: en
Pages: 442
Authors: Institute of Medicine
Categories: Medical
Type: BOOK - Published: 2010-09-20 - Publisher: National Academies Press

Recent scientific and technological advances have accelerated our understanding of the causes of disease development and progression, and resulted in innovative
Evidence-based Practice in Social Work
Language: en
Pages: 180
Authors: Haluk Soydan
Categories: Social Science
Type: BOOK - Published: 2014-09-19 - Publisher: Routledge

The role of evidence-based practice is one of most central and controversial issues in social work today. This concise text introduces key concepts and processe