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Titlebook: Measurement and Analysis in Transforming Healthcare Delivery; Volume 1: Quantitati Peter J. Fabri Book 2016 Springer International Publishi

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发表于 2025-3-21 20:02:26 | 显示全部楼层 |阅读模式
书目名称Measurement and Analysis in Transforming Healthcare Delivery
副标题Volume 1: Quantitati
编辑Peter J. Fabri
视频video
概述Prepares the physician to take a leadership role in redesigning systems and processes of healthcare delivery.Written by an expert in the field.Educates physicians in areas of modeling and quantitative
图书封面Titlebook: Measurement and Analysis in Transforming Healthcare Delivery; Volume 1: Quantitati Peter J. Fabri Book 2016 Springer International Publishi
描述This volume provides the important concepts necessary for a physician to participate in a reengineering process, develop decision-making skills based on probability and logic rather than “rules,” and to measure and analyze meaningful outcomes of care delivery.  This approach has been developed over ten years in a medical student-based program and has been enthusiastically embraced by medical students without backgrounds in engineering or statistics.  More specifically, this text will introduce physicians to relevant and available computer software, combined with an in depth knowledge of measurement, variation, and uncertainty.  It provides a basis for the transformation of data into information, information into knowledge, and knowledge into wisdom.  The first quarter of the book will address understanding and visualizing data, using statistical and graphic analysis.  The next quarter addresses the fundamentals of applied statistics, and the application ofconditional probability to clinical decision making.  The next quarter addresses the four “cornerstones” of modern analytics: regression, classification, association analysis, and clustering.  The final section addresses the ident
出版日期Book 2016
关键词conditional probabilityand clinical decision making; effects analysis; failure mode; process-based solu
版次1
doihttps://doi.org/10.1007/978-3-319-40812-5
isbn_softcover978-3-319-82190-0
isbn_ebook978-3-319-40812-5
copyrightSpringer International Publishing Switzerland 2016
The information of publication is updating

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发表于 2025-3-21 20:35:07 | 显示全部楼层
Peter J. FabriPrepares the physician to take a leadership role in redesigning systems and processes of healthcare delivery.Written by an expert in the field.Educates physicians in areas of modeling and quantitative
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https://doi.org/10.1007/978-3-319-40812-5conditional probabilityand clinical decision making; effects analysis; failure mode; process-based solu
发表于 2025-3-22 19:01:38 | 显示全部楼层
Principles of Supervised Learninginearity. Quantitative measures of error, when applying these models to a validation dataset, such as mean square error, Akaike Information Criteria, and others, allow numerous models to be constructed and compared, picking the model that “works best.”
发表于 2025-3-23 00:51:40 | 显示全部楼层
Book 2016on probability and logic rather than “rules,” and to measure and analyze meaningful outcomes of care delivery.  This approach has been developed over ten years in a medical student-based program and has been enthusiastically embraced by medical students without backgrounds in engineering or statisti
发表于 2025-3-23 03:09:31 | 显示全部楼层
ld.Educates physicians in areas of modeling and quantitativeThis volume provides the important concepts necessary for a physician to participate in a reengineering process, develop decision-making skills based on probability and logic rather than “rules,” and to measure and analyze meaningful outcom
发表于 2025-3-23 06:42:35 | 显示全部楼层
Measurement and Uncertaintynding of the concepts of probability and odds, as these are the underpinnings of mathematical modeling. Key concepts of working with numbers in databases are summarized, including parameters, variability, and the difference between observed and expected (the residual).
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