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Author: Anastasios A. Tsiatis
Publisher: CRC Press
ISBN: 1498769780
Category : Mathematics
Languages : en
Pages : 619
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Book Description
Dynamic Treatment Regimes: Statistical Methods for Precision Medicine provides a comprehensive introduction to statistical methodology for the evaluation and discovery of dynamic treatment regimes from data. Researchers and graduate students in statistics, data science, and related quantitative disciplines with a background in probability and statistical inference and popular statistical modeling techniques will be prepared for further study of this rapidly evolving field. A dynamic treatment regime is a set of sequential decision rules, each corresponding to a key decision point in a disease or disorder process, where each rule takes as input patient information and returns the treatment option he or she should receive. Thus, a treatment regime formalizes how a clinician synthesizes patient information and selects treatments in practice. Treatment regimes are of obvious relevance to precision medicine, which involves tailoring treatment selection to patient characteristics in an evidence-based way. Of critical importance to precision medicine is estimation of an optimal treatment regime, one that, if used to select treatments for the patient population, would lead to the most beneficial outcome on average. Key methods for estimation of an optimal treatment regime from data are motivated and described in detail. A dedicated companion website presents full accounts of application of the methods using a comprehensive R package developed by the authors. The authors’ website www.dtr-book.com includes updates, corrections, new papers, and links to useful websites.
Author: Anastasios A. Tsiatis
Publisher: CRC Press
ISBN: 1498769780
Category : Mathematics
Languages : en
Pages : 619
Get Book Here
Book Description
Dynamic Treatment Regimes: Statistical Methods for Precision Medicine provides a comprehensive introduction to statistical methodology for the evaluation and discovery of dynamic treatment regimes from data. Researchers and graduate students in statistics, data science, and related quantitative disciplines with a background in probability and statistical inference and popular statistical modeling techniques will be prepared for further study of this rapidly evolving field. A dynamic treatment regime is a set of sequential decision rules, each corresponding to a key decision point in a disease or disorder process, where each rule takes as input patient information and returns the treatment option he or she should receive. Thus, a treatment regime formalizes how a clinician synthesizes patient information and selects treatments in practice. Treatment regimes are of obvious relevance to precision medicine, which involves tailoring treatment selection to patient characteristics in an evidence-based way. Of critical importance to precision medicine is estimation of an optimal treatment regime, one that, if used to select treatments for the patient population, would lead to the most beneficial outcome on average. Key methods for estimation of an optimal treatment regime from data are motivated and described in detail. A dedicated companion website presents full accounts of application of the methods using a comprehensive R package developed by the authors. The authors’ website www.dtr-book.com includes updates, corrections, new papers, and links to useful websites.
Author: B. O. Kinnear
Publisher: BoD – Books on Demand
ISBN: 3385302420
Category : Fiction
Languages : en
Pages : 30
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Book Description
Reprint of the original, first published in 1883.
Author: Bibhas Chakraborty
Publisher: Springer Science & Business Media
ISBN: 1461474280
Category : Medical
Languages : en
Pages : 220
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Book Description
Statistical Methods for Dynamic Treatment Regimes shares state of the art of statistical methods developed to address questions of estimation and inference for dynamic treatment regimes, a branch of personalized medicine. This volume demonstrates these methods with their conceptual underpinnings and illustration through analysis of real and simulated data. These methods are immediately applicable to the practice of personalized medicine, which is a medical paradigm that emphasizes the systematic use of individual patient information to optimize patient health care. This is the first single source to provide an overview of methodology and results gathered from journals, proceedings, and technical reports with the goal of orienting researchers to the field. The first chapter establishes context for the statistical reader in the landscape of personalized medicine. Readers need only have familiarity with elementary calculus, linear algebra, and basic large-sample theory to use this text. Throughout the text, authors direct readers to available code or packages in different statistical languages to facilitate implementation. In cases where code does not already exist, the authors provide analytic approaches in sufficient detail that any researcher with knowledge of statistical programming could implement the methods from scratch. This will be an important volume for a wide range of researchers, including statisticians, epidemiologists, medical researchers, and machine learning researchers interested in medical applications. Advanced graduate students in statistics and biostatistics will also find material in Statistical Methods for Dynamic Treatment Regimes to be a critical part of their studies.
Author: DO Larry Malerba
Publisher:
ISBN: 9780998013404
Category : Health & Fitness
Languages : en
Pages : 262
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Book Description
Finally, a book about homeopathy written from a homeopath's perspective! An insider's no-nonsense guide to the mysteries of homeopathy and the lessons it teaches about health, illness, and the dynamic nature of true energy healing. A sophisticated overview suitable for all readers. DynMed will change the way you think about homeopathy.
Author: Suma Oommen
Publisher: Lulu.com
ISBN: 0615238491
Category : Health & Fitness
Languages : en
Pages : 43
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Book Description
"Eat Healthy and Live Well" Collection of healthy recipes along with nutritional facts and tips about cooking to preserve the nutritional value of the ingredients to obtain dynamic health
Author: Alphonso David Rockwell
Publisher:
ISBN:
Category :
Languages : en
Pages : 136
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Book Description
Author: Bernhard Preim
Publisher: Elsevier
ISBN: 0080549055
Category : Computers
Languages : en
Pages : 677
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Book Description
Visualization in Medicine is the first book on visualization and its application to problems in medical diagnosis, education, and treatment. The book describes the algorithms, the applications and their validation (how reliable are the results?), and the clinical evaluation of the applications (are the techniques useful?). It discusses visualization techniques from research literature as well as the compromises required to solve practical clinical problems. The book covers image acquisition, image analysis, and interaction techniques designed to explore and analyze the data. The final chapter shows how visualization is used for planning liver surgery, one of the most demanding surgical disciplines. The book is based on several years of the authors' teaching and research experience. Both authors have initiated and lead a variety of interdisciplinary projects involving computer scientists and medical doctors, primarily radiologists and surgeons.* A core field of visualization and graphics missing a dedicated book until now* Written by pioneers in the field and illustrated in full color* Covers theory as well as practice
Author: Charles S. Mack
Publisher:
ISBN:
Category : Homeopathy
Languages : en
Pages : 144
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Book Description
Author: American Medical Association
Publisher:
ISBN:
Category : Drugs
Languages : en
Pages : 840
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Book Description
Author: Dr. B. Saha
Publisher: MODERN BOOK PUBLICATION
ISBN:
Category : Study Aids
Languages : en
Pages : 112
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Book Description
AN ESSENTIAL GUIDE TO ORGANON OF MEDICINE Part -1 [For D.M.S., D.H.M.S., & B.H.M.S. STUDENTS] (Question and Answer format) Dr. B. Saha, M.B.S. D.M.S. (Cal) Revised by Dr. S. K. Paul (B. Sc.; D. M. S.) & Ms. S. Paul (M. B. S.) Modern Book Publication Kolkata, India. Contact us: Whatsapp: +917003305241 Email:
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