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Efficacy Analysis in Clinical Trials an Update, Ton J. Cleophas; Aeilko H. Zwinderman


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Автор: Ton J. Cleophas; Aeilko H. Zwinderman
Название:  Efficacy Analysis in Clinical Trials an Update
ISBN: 9783030199173
Издательство: Springer
Классификация:






ISBN-10: 3030199177
Обложка/Формат: Hardcover
Страницы: 304
Вес: 0.77 кг.
Дата издания: 2019
Язык: English
Издание: 1st ed. 2019
Иллюстрации: 41 illustrations, color; 255 illustrations, black and white; xi, 304 p. 296 illus., 41 illus. in color.
Размер: 241 x 188 x 18
Читательская аудитория: Professional & vocational
Основная тема: Biomedicine
Подзаголовок: Efficacy Analysis in an Era of Machine Learning
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: Machine learning and big data is hot. It is, however, virtually unused in clinical trials. This is so, because randomization is applied to even out multiple variablesModern medical computer files often involve hundreds of variables like genes and other laboratory values, and computationally intensive methods are requiredThis is the first publication of clinical trials that have been systematically analyzed with machine learning. In addition, all of the machine learning analyses were tested against traditional analyses. Step by step statistics for self-assessments are includedThe authors conclude, that machine learning is often more informative, and provides better sensitivities of testing than traditional analytic methods do
Дополнительное описание: Preface.- Traditional and Machine-Learning Methods for Efficacy Analysis.- Optimal-Scaling for Efficacy Analysis.- Ratio-Statistic for Efficacy Analysis.- Ratio-Statistic for Efficacy Analysis.- Complex-Samples for Efficacy Analysis.- Bayesian-Networks fo



Neuroelectrical Brain Imaging Tools for the Study of the Efficacy of TV Advertising Stimuli and their Application to Neuromarketing

Автор: Giovanni Vecchiato; Patrizia Cherubino; Arianna Tr
Название: Neuroelectrical Brain Imaging Tools for the Study of the Efficacy of TV Advertising Stimuli and their Application to Neuromarketing
ISBN: 3642436765 ISBN-13(EAN): 9783642436765
Издательство: Springer
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Цена: 16977.00 р.
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Описание: In this book the authors describe their original research on the potential of both standard and high-resolution electroencephalography (EEG) for analyzing brain activity in response to TV advertising.

Design and Analysis of Quality of Life Studies in Clinical Trials, Second Edition

Автор: Fairclough
Название: Design and Analysis of Quality of Life Studies in Clinical Trials, Second Edition
ISBN: 1420061178 ISBN-13(EAN): 9781420061178
Издательство: Taylor&Francis
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Цена: 22202.00 р.
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Описание: Presents a range of solutions to analytic issues. This title reflects developments in methodology with coverage of mixture models and a dataset example. It implements examples using SAS and R code and incorporates a number of examples from real QoL clinical trials to illustrate design and analysis methods.

Comparative Effectiveness and Efficacy Research and Analysis for Practice (CEERAP)

Автор: Francesco Chiappelli; Xenia Maria Caldeira Brant;
Название: Comparative Effectiveness and Efficacy Research and Analysis for Practice (CEERAP)
ISBN: 3662508036 ISBN-13(EAN): 9783662508039
Издательство: Springer
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Цена: 23757.00 р.
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Описание: Recent trends in health care across the United States and internationally have emphasized a novel approach that consists in comparing the effectiveness and efficacy of treatment interventions with a patient-centered emphasis (i.e., evidence-based health care), while ensuring cost constraints, maximizing benefits, and minimizing risks. In this book, experts in comparative effectiveness and efficacy research and analysis for practice (CEERAP) in health care in general address a range of topical issues. The emphasis is on implications for endodontics and nursing, both of which are considered in a series of detailed chapters. Commonalities and differences among CEERAP, utility-based and logic-based analysis and decision-making, and evidence-based and patient-centered practice are defined and discussed. The book concludes by examining applications for CEERAP in developing patient-centered optimal treatment interventions for the next decade.

Safety and Efficacy of Gene-Based Therapeutics for Inherited Disorders

Автор: Nicola Brunetti-Pierri
Название: Safety and Efficacy of Gene-Based Therapeutics for Inherited Disorders
ISBN: 3319534556 ISBN-13(EAN): 9783319534558
Издательство: Springer
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Цена: 22359.00 р.
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Описание: In this book, leading international experts analyze state-of-the-art advances in gene transfer vectors for applications in inherited disorders and also examine the toxicity profiles of these methods.

Biomarker Analysis in Clinical Trials with R

Автор: Rabbee, Nusrat
Название: Biomarker Analysis in Clinical Trials with R
ISBN: 1138368830 ISBN-13(EAN): 9781138368835
Издательство: Taylor&Francis
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Цена: 17609.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: The book offers practical guidance on how to incorporate biomarker data analysis in clinical trial studies. The book discusses the appropriate statistical methods for evaluating pharmacodynamic, predictive and surrogate biomarkers for delivering increased value in the drug development process.

Cancer Clinical Trials: Current and Controversial Issues in Design and Analysis

Автор: Stephen L. George, Xiaofei Wang, Herbert Pang
Название: Cancer Clinical Trials: Current and Controversial Issues in Design and Analysis
ISBN: 0367261170 ISBN-13(EAN): 9780367261177
Издательство: Taylor&Francis
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Цена: 7501.00 р.
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Описание: This book provides statisticians with an understanding of the critical challenges currently encountered in oncology trials. The book covers state-of-the-art approaches to the design and analysis of cancer clinical trials, such as adaptive designs, biomarker-based trials, and dynamic treatment regimes.

Design and Analysis of Clinical Trials for Predictive Medicine

Автор: Matsui Shigeyuki
Название: Design and Analysis of Clinical Trials for Predictive Medicine
ISBN: 1466558156 ISBN-13(EAN): 9781466558151
Издательство: Taylor&Francis
Рейтинг:
Цена: 17609.00 р.
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Описание:

Design and Analysis of Clinical Trials for Predictive Medicine provides statistical guidance on conducting clinical trials for predictive medicine. It covers statistical topics relevant to the main clinical research phases for developing molecular diagnostics and therapeutics--from identifying molecular biomarkers using DNA microarrays to confirming their clinical utility in randomized clinical trials.

The foundation of modern clinical trials was laid many years before modern developments in biotechnology and genomics. Drug development in many diseases is now shifting to molecularly targeted treatment. Confronted with such a major break in the evolution toward personalized or predictive medicine, the methodologies for design and analysis of clinical trials is now evolving.

This book is one of the first attempts to contribute to this evolution by laying a foundation for the use of appropriate statistical designs and methods in future clinical trials for predictive medicine. It is a useful resource for clinical biostatisticians, researchers focusing on predictive medicine, clinical investigators, translational scientists, and graduate biostatistics students.

Design and Analysis of Clinical Trials with Time-to-Event Endpoints

Название: Design and Analysis of Clinical Trials with Time-to-Event Endpoints
ISBN: 1138372668 ISBN-13(EAN): 9781138372665
Издательство: Taylor&Francis
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Цена: 9492.00 р.
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Описание:

Using time-to-event analysis methodology requires careful definition of the event, censored observation, provision of adequate follow-up, number of events, and independence or noninformativeness of the censoring mechanisms relative to the event. Design and Analysis of Clinical Trials with Time-to-Event Endpoints provides a thorough presentation of the design, monitoring, analysis, and interpretation of clinical trials in which time-to-event is of critical interest.

After reviewing time-to-event endpoint methodology, clinical trial issues, and the design and monitoring of clinical trials, the book focuses on inferential analysis methods, including parametric, semiparametric, categorical, and Bayesian methods; an alternative to the Cox model for small samples; and estimation and testing for change in hazard. It then presents descriptive and graphical methods useful in the analysis of time-to-event endpoints. The next several chapters explore a variety of clinical trials, from analgesic, antibiotic, and antiviral trials to cardiovascular and cancer prevention, prostate cancer, astrocytoma brain tumor, and chronic myelogonous leukemia trials. The book then covers areas of drug development, medical practice, and safety assessment. It concludes with the design and analysis of clinical trials of animals required by the FDA for new drug applications.

Drawing on the expert contributors' experiences working in biomedical research and clinical drug development, this comprehensive resource covers an array of time-to-event methods and explores an assortment of real-world applications.

Estimands, estimators and sensitivity analysis in clinical trials

Автор: Mallinckrodt, Craig Molenberghs, Geert Lipkovich, Ilya (quintiles, Durham, North Carolina, Usa) Ratitch, Bohdana (eli Lilly Cananda, Ontario, Canada)
Название: Estimands, estimators and sensitivity analysis in clinical trials
ISBN: 1138592501 ISBN-13(EAN): 9781138592506
Издательство: Taylor&Francis
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Цена: 17609.00 р.
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Описание: This book will use the new guidance as a framework for developing and implementing comprehensive analysis plans for clinical trials that support the development and approval of medical interventions.

Economic Evaluation in Clinical Trials

Автор: Glick, Henry A.; Doshi, Jalpa A.; Sonnad, Seema S.
Название: Economic Evaluation in Clinical Trials
ISBN: 0199685029 ISBN-13(EAN): 9780199685028
Издательство: Oxford Academ
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Цена: 10296.00 р.
Наличие на складе: Поставка под заказ.

Описание: A a practical guide to the techniques and issues involved in conducting economic evaluation in ongoing clinical trials, supported with detailed advice on the design and analysis of studies including analysis of cost effectiveness and methodological integrity.


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