Modeling in Medical Decision Making
Title | Modeling in Medical Decision Making PDF eBook |
Author | Giovanni Parmigiani |
Publisher | John Wiley & Sons |
Total Pages | 288 |
Release | 2002-03 |
Genre | Mathematics |
ISBN |
Medical decision making has evolved in recent years, as more complex problems are being faced and addressed based on increasingly large amounts of data. In parallel, advances in computing power have led to a host of new and powerful statistical tools to support decision making. Simulation-based Bayesian methods are especially promising, as they provide a unified framework for data collection, inference, and decision making. In addition, these methods are simple to implement and can help to address the most pressing practical and ethical concerns arising in medical decision making. * Provides an overview of the necessary methodological background, including Bayesian inference, Monte Carlo simulation, and utility theory. * Driven by three real applications, presented as extensively detailed case studies. * Case studies include simplified versions of the analysis, to approach complex modelling in stages. * Features coverage of meta-analysis, decision analysis, and comprehensive decision modeling. * Accessible to readers with only a basic statistical knowledge. Primarily aimed at students and practitioners of biostatistics, the book will also appeal to those working in statistics, medical informatics, evidence-based medicine, health economics, health service research and health policy.
Decision Modelling for Health Economic Evaluation
Title | Decision Modelling for Health Economic Evaluation PDF eBook |
Author | Andrew Briggs |
Publisher | OUP Oxford |
Total Pages | 256 |
Release | 2006-08-17 |
Genre | Medical |
ISBN | 0191004952 |
In financially constrained health systems across the world, increasing emphasis is being placed on the ability to demonstrate that health care interventions are not only effective, but also cost-effective. This book deals with decision modelling techniques that can be used to estimate the value for money of various interventions including medical devices, surgical procedures, diagnostic technologies, and pharmaceuticals. Particular emphasis is placed on the importance of the appropriate representation of uncertainty in the evaluative process and the implication this uncertainty has for decision making and the need for future research. This highly practical guide takes the reader through the key principles and approaches of modelling techniques. It begins with the basics of constructing different forms of the model, the population of the model with input parameter estimates, analysis of the results, and progression to the holistic view of models as a valuable tool for informing future research exercises. Case studies and exercises are supported with online templates and solutions. This book will help analysts understand the contribution of decision-analytic modelling to the evaluation of health care programmes. ABOUT THE SERIES: Economic evaluation of health interventions is a growing specialist field, and this series of practical handbooks will tackle, in-depth, topics superficially addressed in more general health economics books. Each volume will include illustrative material, case histories and worked examples to encourage the reader to apply the methods discussed, with supporting material provided online. This series is aimed at health economists in academia, the pharmaceutical industry and the health sector, those on advanced health economics courses, and health researchers in associated fields.
Medical Device Data and Modeling for Clinical Decision Making
Title | Medical Device Data and Modeling for Clinical Decision Making PDF eBook |
Author | John R. Zaleski |
Publisher | Artech House |
Total Pages | 357 |
Release | 2011 |
Genre | Medical |
ISBN | 1608070956 |
This cutting-edge volume is the first book that provides you with practical guidance on the use of medical device data for bioinformatics modeling purposes. You learn how to develop original methods for communicating with medical devices within healthcare enterprises and assisting with bedside clinical decision making. The book guides in the implementation and use of clinical decision support methods within the context of electronic health records in the hospital environment.This highly valuable reference also teaches budding biomedical engineers and bioinformaticists the practical benefits of using medical device data. Supported with over 100 illustrations, this all-in-one resource discusses key concepts in detail and then presents clear implementation examples to give you a complete understanding of how to use this knowledge in the field.
Medical Decision Making
Title | Medical Decision Making PDF eBook |
Author | Harold C. Sox |
Publisher | John Wiley & Sons |
Total Pages | 330 |
Release | 2013-05-08 |
Genre | Medical |
ISBN | 1118341562 |
Medical Decision Making provides clinicians with a powerful framework for helping patients make decisions that increase the likelihood that they will have the outcomes that are most consistent with their preferences. This new edition provides a thorough understanding of the key decision making infrastructure of clinical practice and explains the principles of medical decision making both for individual patients and the wider health care arena. It shows how to make the best clinical decisions based on the available evidence and how to use clinical guidelines and decision support systems in electronic medical records to shape practice guidelines and policies. Medical Decision Making is a valuable resource for all experienced and learning clinicians who wish to fully understand and apply decision modelling, enhance their practice and improve patient outcomes. “There is little doubt that in the future many clinical analyses will be based on the methods described in Medical Decision Making, and the book provides a basis for a critical appraisal of such policies.” - Jerome P. Kassirer M.D., Distinguished Professor, Tufts University School of Medicine, US and Visiting Professor, Stanford Medical School, US
Encyclopedia of Medical Decision Making
Title | Encyclopedia of Medical Decision Making PDF eBook |
Author | Michael W. Kattan |
Publisher | SAGE |
Total Pages | 1281 |
Release | 2009-08-18 |
Genre | Medical |
ISBN | 1412953723 |
The Encyclopedia of Medical Decision Making presents state-of-the-art research and ready-to-use facts sorting out findings on medical decision making and their applications.
An Introduction to Medical Decision-Making
Title | An Introduction to Medical Decision-Making PDF eBook |
Author | Jonathan S. Vordermark II |
Publisher | Springer Nature |
Total Pages | 199 |
Release | 2019-10-16 |
Genre | Medical |
ISBN | 303023147X |
This volume presents novel concepts to help physicians and health care providers better understand the thought processes and approaches used in clinical decision-making and how we develop those skills as we transition from being a medical student to post-graduate trainee to independent practitioner. Approaches presented range from simple rules of thumb, pattern recognition, and heuristics, to more formulaic methods such as standard operating procedures, checklists, evidence-based medicine, mathematical modeling, and statistics. Ways to recognize and manage errors and how our decision-making can be improved, are also discussed. An Introduction to Medical Decision-Making presents several innovative techniques to allow the reader to use the principles presented and integrate the ethical, humanistic and social aspects of decision-making with the pragmatic and knowledge-based aspects of clinical medicine. It also highlights how our thinking processes, emotions, and biases affect decision-making. This invaluable resource will allow students and physicians to evaluate and critically discuss their decisions objectively to become more efficient and effective, and maximize the quality of care they provide.
Decision Making in Health and Medicine
Title | Decision Making in Health and Medicine PDF eBook |
Author | M. G. Myriam Hunink |
Publisher | Cambridge University Press |
Total Pages | 447 |
Release | 2014-10-16 |
Genre | Education |
ISBN | 1107690471 |
A guide for everyone involved in medical decision making to plot a clear course through complex and conflicting benefits and risks.