Clinical Prediction Models

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Publisher : Springer
ISBN 13 : 3030163997
Total Pages : 558 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Clinical Prediction Models by : Ewout W. Steyerberg

Download or read book Clinical Prediction Models written by Ewout W. Steyerberg and published by Springer. This book was released on 2019-07-22 with total page 558 pages. Available in PDF, EPUB and Kindle. Book excerpt: The second edition of this volume provides insight and practical illustrations on how modern statistical concepts and regression methods can be applied in medical prediction problems, including diagnostic and prognostic outcomes. Many advances have been made in statistical approaches towards outcome prediction, but a sensible strategy is needed for model development, validation, and updating, such that prediction models can better support medical practice. There is an increasing need for personalized evidence-based medicine that uses an individualized approach to medical decision-making. In this Big Data era, there is expanded access to large volumes of routinely collected data and an increased number of applications for prediction models, such as targeted early detection of disease and individualized approaches to diagnostic testing and treatment. Clinical Prediction Models presents a practical checklist that needs to be considered for development of a valid prediction model. Steps include preliminary considerations such as dealing with missing values; coding of predictors; selection of main effects and interactions for a multivariable model; estimation of model parameters with shrinkage methods and incorporation of external data; evaluation of performance and usefulness; internal validation; and presentation formatting. The text also addresses common issues that make prediction models suboptimal, such as small sample sizes, exaggerated claims, and poor generalizability. The text is primarily intended for clinical epidemiologists and biostatisticians. Including many case studies and publicly available R code and data sets, the book is also appropriate as a textbook for a graduate course on predictive modeling in diagnosis and prognosis. While practical in nature, the book also provides a philosophical perspective on data analysis in medicine that goes beyond predictive modeling. Updates to this new and expanded edition include: • A discussion of Big Data and its implications for the design of prediction models • Machine learning issues • More simulations with missing ‘y’ values • Extended discussion on between-cohort heterogeneity • Description of ShinyApp • Updated LASSO illustration • New case studies

A Statistical Approach to Genetic Epidemiology

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Publisher : John Wiley & Sons
ISBN 13 : 3527633669
Total Pages : 522 pages
Book Rating : 4.5/5 (276 download)

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Book Synopsis A Statistical Approach to Genetic Epidemiology by : Andreas Ziegler

Download or read book A Statistical Approach to Genetic Epidemiology written by Andreas Ziegler and published by John Wiley & Sons. This book was released on 2011-08-24 with total page 522 pages. Available in PDF, EPUB and Kindle. Book excerpt: A Statistical Approach to Genetic Epidemiology After studying statistics and mathematics at the University of Munich and obtaining his doctoral degree from the University of Dortmund, Andreas Ziegler received the Johann-Peter-Süssmilch-Medal of the German Association for Medical Informatics, Biometry and Epidemiology for his post-doctoral work on “Model Free Linkage Analysis of Quantitative Traits” in 1999. In 2004, he was one of the recipients of the Fritz-Linder-Forum-Award from the German Association for Surgery.

Risk assessment, vulnerability validation study

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Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (631 download)

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Book Synopsis Risk assessment, vulnerability validation study by : Eugene R. Russell

Download or read book Risk assessment, vulnerability validation study written by Eugene R. Russell and published by . This book was released on 1983 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

The Prevention and Treatment of Missing Data in Clinical Trials

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Publisher : National Academies Press
ISBN 13 : 030918651X
Total Pages : 163 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis The Prevention and Treatment of Missing Data in Clinical Trials by : National Research Council

Download or read book The Prevention and Treatment of Missing Data in Clinical Trials written by National Research Council and published by National Academies Press. This book was released on 2010-12-21 with total page 163 pages. Available in PDF, EPUB and Kindle. Book excerpt: Randomized clinical trials are the primary tool for evaluating new medical interventions. Randomization provides for a fair comparison between treatment and control groups, balancing out, on average, distributions of known and unknown factors among the participants. Unfortunately, these studies often lack a substantial percentage of data. This missing data reduces the benefit provided by the randomization and introduces potential biases in the comparison of the treatment groups. Missing data can arise for a variety of reasons, including the inability or unwillingness of participants to meet appointments for evaluation. And in some studies, some or all of data collection ceases when participants discontinue study treatment. Existing guidelines for the design and conduct of clinical trials, and the analysis of the resulting data, provide only limited advice on how to handle missing data. Thus, approaches to the analysis of data with an appreciable amount of missing values tend to be ad hoc and variable. The Prevention and Treatment of Missing Data in Clinical Trials concludes that a more principled approach to design and analysis in the presence of missing data is both needed and possible. Such an approach needs to focus on two critical elements: (1) careful design and conduct to limit the amount and impact of missing data and (2) analysis that makes full use of information on all randomized participants and is based on careful attention to the assumptions about the nature of the missing data underlying estimates of treatment effects. In addition to the highest priority recommendations, the book offers more detailed recommendations on the conduct of clinical trials and techniques for analysis of trial data.

A Validation Study of Self-Reported Behavior

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Publisher :
ISBN 13 :
Total Pages : 280 pages
Book Rating : 4.:/5 (983 download)

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Book Synopsis A Validation Study of Self-Reported Behavior by : William Rariden Standish, III Standish

Download or read book A Validation Study of Self-Reported Behavior written by William Rariden Standish, III Standish and published by . This book was released on 2017 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt:

New Directions in Interpreting the Millon Clinical Multiaxial Inventory-III (MCMI-III)

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Publisher : John Wiley & Sons
ISBN 13 : 0471727210
Total Pages : 434 pages
Book Rating : 4.4/5 (717 download)

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Book Synopsis New Directions in Interpreting the Millon Clinical Multiaxial Inventory-III (MCMI-III) by : Robert J. Craig

Download or read book New Directions in Interpreting the Millon Clinical Multiaxial Inventory-III (MCMI-III) written by Robert J. Craig and published by John Wiley & Sons. This book was released on 2005-05-13 with total page 434 pages. Available in PDF, EPUB and Kindle. Book excerpt: New Directions in Interpreting the Millon Clinical Multiaxial Inventory, edited by a leading MCMI researcher and featuring contributions from internationally renowned scholars in personality assessment, presents new methods of interpretation and new clinical applications for this classic objective measure of personality. This dynamic new handbook discusses issues related to the effect of culture on MCMI-III results and controversies regarding its forensic applications, and presents research related to the MCMI-III's diagnostic power with regard to diagnosis and malingering.

Small Clinical Trials

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Publisher : National Academies Press
ISBN 13 : 0309171148
Total Pages : 221 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Small Clinical Trials by : Institute of Medicine

Download or read book Small Clinical Trials written by Institute of Medicine and published by National Academies Press. This book was released on 2001-01-01 with total page 221 pages. Available in PDF, EPUB and Kindle. Book excerpt: Clinical trials are used to elucidate the most appropriate preventive, diagnostic, or treatment options for individuals with a given medical condition. Perhaps the most essential feature of a clinical trial is that it aims to use results based on a limited sample of research participants to see if the intervention is safe and effective or if it is comparable to a comparison treatment. Sample size is a crucial component of any clinical trial. A trial with a small number of research participants is more prone to variability and carries a considerable risk of failing to demonstrate the effectiveness of a given intervention when one really is present. This may occur in phase I (safety and pharmacologic profiles), II (pilot efficacy evaluation), and III (extensive assessment of safety and efficacy) trials. Although phase I and II studies may have smaller sample sizes, they usually have adequate statistical power, which is the committee's definition of a "large" trial. Sometimes a trial with eight participants may have adequate statistical power, statistical power being the probability of rejecting the null hypothesis when the hypothesis is false. Small Clinical Trials assesses the current methodologies and the appropriate situations for the conduct of clinical trials with small sample sizes. This report assesses the published literature on various strategies such as (1) meta-analysis to combine disparate information from several studies including Bayesian techniques as in the confidence profile method and (2) other alternatives such as assessing therapeutic results in a single treated population (e.g., astronauts) by sequentially measuring whether the intervention is falling above or below a preestablished probability outcome range and meeting predesigned specifications as opposed to incremental improvement.

Construct Validation Study of the Extended Objective Measure of Ego Identity Status III (EOM-EIS III)

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Publisher :
ISBN 13 :
Total Pages : 142 pages
Book Rating : 4.:/5 (334 download)

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Book Synopsis Construct Validation Study of the Extended Objective Measure of Ego Identity Status III (EOM-EIS III) by : Sean Alan Forbes

Download or read book Construct Validation Study of the Extended Objective Measure of Ego Identity Status III (EOM-EIS III) written by Sean Alan Forbes and published by . This book was released on 1995 with total page 142 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Validity and Validation in Social, Behavioral, and Health Sciences

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Publisher : Springer
ISBN 13 : 3319077945
Total Pages : 329 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Validity and Validation in Social, Behavioral, and Health Sciences by : Bruno D. Zumbo

Download or read book Validity and Validation in Social, Behavioral, and Health Sciences written by Bruno D. Zumbo and published by Springer. This book was released on 2014-09-26 with total page 329 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book combines an overview of validity theory, trends in validation practices and a review of standards and guidelines in several international jurisdictions with research synthesis of the validity evidence in different research areas. An overview of theory is both useful and timely, in view of the increased use of tests and measures for decision-making, ranking and policy purposes in large-scale testing, assessment and social indicators and quality of life research. Research synthesis is needed to help us assemble, critically appraise and integrate the overwhelming volume of research on validity in different contexts. Rather than examining whether any given measure is “valid”, the focus is on a critical appraisal of the kinds of validity evidence reported in the published research literature. The five sources of validity evidence discussed are: content-related, response processes, internal structure, associations with other variables and consequences. The 15 syntheses included here, represent a broad sampling of psychosocial, health, medical and educational research settings, giving us an extensive evidential basis to build upon earlier studies. The book concludes with a meta-synthesis of the 15 syntheses and a discussion of the current thinking of validation practices by leading experts in the field.

Validation Study on Problems in Human Relations Utilizing Three Projective and Three Semi-projective Instruments

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Publisher :
ISBN 13 :
Total Pages : 882 pages
Book Rating : 4.:/5 (827 download)

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Book Synopsis Validation Study on Problems in Human Relations Utilizing Three Projective and Three Semi-projective Instruments by : Silas W. Clifton

Download or read book Validation Study on Problems in Human Relations Utilizing Three Projective and Three Semi-projective Instruments written by Silas W. Clifton and published by . This book was released on 1956 with total page 882 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Sharing Clinical Trial Data

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Publisher : National Academies Press
ISBN 13 : 0309316324
Total Pages : 236 pages
Book Rating : 4.3/5 (93 download)

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Book Synopsis Sharing Clinical Trial Data by : Institute of Medicine

Download or read book Sharing Clinical Trial Data written by Institute of Medicine and published by National Academies Press. This book was released on 2015-04-20 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data sharing can accelerate new discoveries by avoiding duplicative trials, stimulating new ideas for research, and enabling the maximal scientific knowledge and benefits to be gained from the efforts of clinical trial participants and investigators. At the same time, sharing clinical trial data presents risks, burdens, and challenges. These include the need to protect the privacy and honor the consent of clinical trial participants; safeguard the legitimate economic interests of sponsors; and guard against invalid secondary analyses, which could undermine trust in clinical trials or otherwise harm public health. Sharing Clinical Trial Data presents activities and strategies for the responsible sharing of clinical trial data. With the goal of increasing scientific knowledge to lead to better therapies for patients, this book identifies guiding principles and makes recommendations to maximize the benefits and minimize risks. This report offers guidance on the types of clinical trial data available at different points in the process, the points in the process at which each type of data should be shared, methods for sharing data, what groups should have access to data, and future knowledge and infrastructure needs. Responsible sharing of clinical trial data will allow other investigators to replicate published findings and carry out additional analyses, strengthen the evidence base for regulatory and clinical decisions, and increase the scientific knowledge gained from investments by the funders of clinical trials. The recommendations of Sharing Clinical Trial Data will be useful both now and well into the future as improved sharing of data leads to a stronger evidence base for treatment. This book will be of interest to stakeholders across the spectrum of research-from funders, to researchers, to journals, to physicians, and ultimately, to patients.

Evidence-Based Emergency Medicine

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Publisher : John Wiley & Sons
ISBN 13 : 1444358685
Total Pages : 1197 pages
Book Rating : 4.4/5 (443 download)

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Book Synopsis Evidence-Based Emergency Medicine by : Brian Rowe

Download or read book Evidence-Based Emergency Medicine written by Brian Rowe and published by John Wiley & Sons. This book was released on 2011-08-24 with total page 1197 pages. Available in PDF, EPUB and Kindle. Book excerpt: Emergency physicians assess and manage a wide variety of problems from patients presenting with a diversity of severities, ranging from mild to severe and life-threatening. They are expected to maintain their competency and expertise in areas where there is rapid knowledge change. Evidence-based Emergency Medicine is the first book of its kind in emergency medicine to tackle the problems practicing physicians encounter in the emergency setting using an evidence-based approach. It summarizes the published evidence available for the diagnosis and treatment of common emergency health care problems in adults. Each chapter contextualizes a topic area using a clinical vignette and generates a series of key clinically important diagnostic and treatment questions. By completing detailed reviews of diagnostic and treatment research, using evidence from systematic reviews, RCTs, and prospective observational studies, the authors provide conclusions and practical recommendations. Focusing primarily on diagnosis in areas where evidence for treatment is well accepted (e.g. DVTs), and treatment in other diseases where diagnosis is not complex (e.g. asthma), this text is written by leading emergency physicians at the forefront of evidence-based medicine. Evidence-based Emergency Medicine is ideal for emergency physicians and trainees, emergency department staff, and family physicians specialising in the acute care of medical and injured patients.

Test Development and Validation

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Publisher : SAGE Publications
ISBN 13 : 1544377177
Total Pages : 409 pages
Book Rating : 4.5/5 (443 download)

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Book Synopsis Test Development and Validation by : Gary Skaggs

Download or read book Test Development and Validation written by Gary Skaggs and published by SAGE Publications. This book was released on 2021-12-31 with total page 409 pages. Available in PDF, EPUB and Kindle. Book excerpt: Test Development and Validation by Gary Skaggs frameworks for test development and validation, and guidance for developing tests in straightforward language in one core text. Covering the changes in testing, technical development of tests and determining validity of tests, this book offers clear explanations within a real-world context.

Veterans and Agent Orange

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Publisher : National Academies Press
ISBN 13 : 030914552X
Total Pages : 895 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Veterans and Agent Orange by : Institute of Medicine

Download or read book Veterans and Agent Orange written by Institute of Medicine and published by National Academies Press. This book was released on 2007-12-29 with total page 895 pages. Available in PDF, EPUB and Kindle. Book excerpt: From 1962 to 1971, the U.S. military sprayed herbicides over Vietnam to strip the thick jungle canopy that could conceal opposition forces, to destroy crops that those forces might depend on, and to clear tall grasses and bushes from the perimeters of U.S. base camps and outlying fire-support bases. In response to concerns and continuing uncertainty about the long-term health effects of the sprayed herbicides on Vietnam veterans, Veterans and Agent Orange provides a comprehensive evaluation of scientific and medical information regarding the health effects of exposure to Agent Orange and other herbicides used in Vietnam. The 2006 report is the seventh volume in this series of biennial updates. It will be of interest to policy makers and physicians in the federal government, veterans and their families, veterans' organizations, researchers, and health professionals.

Alternative Toxicological Methods

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Publisher : CRC Press
ISBN 13 : 0203008790
Total Pages : 616 pages
Book Rating : 4.2/5 (3 download)

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Book Synopsis Alternative Toxicological Methods by : Harry Salem

Download or read book Alternative Toxicological Methods written by Harry Salem and published by CRC Press. This book was released on 2003-03-26 with total page 616 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bringing together the recent and relevant contributions of over 125 scientists from industry, government, and academia in North America and Western Europe, Alternative Toxicological Methods explores the development and validation of replacement, reduction, and refinement alternatives (the 3Rs) to animal testing. Internationally recognized scientist

Patient Safety and Quality of Care in Intensive Care Medicine

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Publisher : MWV
ISBN 13 : 3941468111
Total Pages : 586 pages
Book Rating : 4.9/5 (414 download)

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Book Synopsis Patient Safety and Quality of Care in Intensive Care Medicine by : Jean-Daniel Chiche

Download or read book Patient Safety and Quality of Care in Intensive Care Medicine written by Jean-Daniel Chiche and published by MWV. This book was released on 2009 with total page 586 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The maxim "Primum non nocere" is almost as old as the practice of medicine. In combination with the principles of beneficence, autonomy and justice, and whilst keeping in mind the confidence and dignity of the patient, it should constitute the basis of our behaviours as physicians and nurses. Since diagnostic and therapeutic interventions have become more complex and their risk/benefit ratios more difficult to assess, the importance of safety and quality of care rises. Avoiding the infliction of harm on our patients has moved into the focus of clinical medicine"--Publisher's description.

Hayes' Principles and Methods of Toxicology, Sixth Edition

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Publisher : CRC Press
ISBN 13 : 1842145363
Total Pages : 2186 pages
Book Rating : 4.8/5 (421 download)

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Book Synopsis Hayes' Principles and Methods of Toxicology, Sixth Edition by : A. Wallace Hayes

Download or read book Hayes' Principles and Methods of Toxicology, Sixth Edition written by A. Wallace Hayes and published by CRC Press. This book was released on 2014-10-10 with total page 2186 pages. Available in PDF, EPUB and Kindle. Book excerpt: Hayes’ Principles and Methods of Toxicology has long been established as a reliable reference to the concepts, methodologies, and assessments integral to toxicology. The new sixth edition has been revised and updated while maintaining the same high standards that have made this volume a benchmark resource in the field. With new authors and new chapters that address the advances and developments since the fifth edition, the book presents everything toxicologists and students need to know to understand hazards and mechanisms of toxicity, enabling them to better assess risk. The book begins with the four basic principles of toxicology—dose matters, people differ, everything transforms, and timing is crucial. The contributors discuss various agents of toxicity, including foodborne, solvents, crop protection chemicals, radiation, and plant and animal toxins. They examine various methods for defining and measuring toxicity in a host of areas, including genetics, carcinogenicity, toxicity in major body systems, and the environment. This new edition contains an expanded glossary reflecting significant changes in the field. New topics in this edition include: The importance of dose–response Systems toxicology Food safety The humane use and care of animals Neurotoxicology The comprehensive coverage and clear writing style make this volume an invaluable text for students and a one-stop reference for professionals.