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Titlebook: Secondary Analysis of Electronic Health Records; MIT Critical Data Textbook‘‘‘‘‘‘‘‘ 2016 The Editor(s) (if applicable) and The Author(s) 2

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发表于 2025-3-21 18:57:53 | 显示全部楼层 |阅读模式
书目名称Secondary Analysis of Electronic Health Records
编辑MIT Critical Data
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概述Written with the aim of promoting an inter-disciplinary and ethical approach to health data analytics.Teaches how all clinicians, with the help of data scientists, will share the responsibility of gro
图书封面Titlebook: Secondary Analysis of Electronic Health Records;  MIT Critical Data Textbook‘‘‘‘‘‘‘‘ 2016 The Editor(s) (if applicable) and The Author(s) 2
描述.This book trains the next generation of scientists representing different disciplines to leverage the data generated during routine patient care. It formulates a more complete lexicon of evidence-based recommendations and support shared, ethical decision making by doctors with their patients. ..Diagnostic and therapeutic technologies continue to evolve rapidly, and both individual practitioners and clinical teams face increasingly complex ethical decisions. Unfortunately, the current state of medical knowledge does not provide the guidance to make the majority of clinical decisions on the basis of evidence...The present research infrastructure is inefficient and frequently produces unreliable results that cannot be replicated. Even randomized controlled trials (RCTs), the traditional gold standards of the research reliability hierarchy, are not without limitations. They can be costly, labor intensive, and slow, and can return results that are seldom generalizableto every patient population. Furthermore, many pertinent but unresolved clinical and medical systems issues do not seem to have attracted the interest of the research enterprise, which has come to focus instead on cellular
出版日期Textbook‘‘‘‘‘‘‘‘ 2016
关键词analysis of waveform data; computer science and artificial intelligence; data extraction and preproces
版次1
doihttps://doi.org/10.1007/978-3-319-43742-2
isbn_softcover978-3-319-82899-2
isbn_ebook978-3-319-43742-2
copyrightThe Editor(s) (if applicable) and The Author(s) 2016
The information of publication is updating

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发表于 2025-3-21 22:16:49 | 显示全部楼层
Textbook‘‘‘‘‘‘‘‘ 2016abor intensive, and slow, and can return results that are seldom generalizableto every patient population. Furthermore, many pertinent but unresolved clinical and medical systems issues do not seem to have attracted the interest of the research enterprise, which has come to focus instead on cellular
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ring RAM parameters as an objective function. The conflicting nature between the objectives is resolved by defining their nonlinear fuzzy goals and then aggregate by using a product aggregator operator. The failure rates and repair times of all constituent components are obtained by solving the refo
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Jeff Marshall,Abdullah Chahin,Barret Rushe properties of upper and lower approximations of fuzzy sets by similarity relations are thoroughly studied. Lastly the potential usefulness of the fuzzy rough set notions for logical inference in the presence of both fuzzy predicates and graded indiscernibility is indicated. Especially fuzzy rough
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Sunil Nair,Douglas Hsu,Leo Anthony Celihy turned out to be a very effective, new toolwith many successful real-life applications to its credit. .It is worthwhile stressing that no auxiliary assumptions are neededabout data, like probability or membership function values, which isits great advantage. .The present book reveals a wide spectrum of app978-90-481-4194-4978-94-015-7975-9
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Yuan Lai,Edward Moseley,Francisco Salgueiro,David Stoneranch&bounsd trees. In this work we explore Chvátal-Gomory cuts on its variables. The results are positive only for small instances. Moreover, we compare the results to the cuts constructed on the variables of the direct model. The latter are more involved but also more effective.
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