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Secondary Analysis of Electronic Health Records

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ISBN: 9783319437408 9783319437422 Year: Pages: 427 DOI: 10.1007/978-3-319-43742-2 Language: English
Publisher: Springer Nature
Subject: Medicine (General) --- Pharmacy and materia medica --- Biotechnology --- Electrical and Nuclear Engineering --- Medical technology
Added to DOAB on : 2017-02-14 10:17:52
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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 generalizable to 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 and molecular investigations and single-agent (e.g., a drug or device) effects. For clinicians, the end result is a bit of a “data desert” when it comes to making decisions. The new research infrastructure proposed in this book will help the medical profession to make ethically sound and well informed decisions for their patients.

Bisociative Knowledge Discovery: An Introduction to Concept, Algorithms, Tools, and Applications

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Book Series: Lecture Notes in Computer Science ISSN: 0302-9743 ISBN: 9783642318290 9783642318306 Year: Volume: 7250 Pages: 485 DOI: 10.1007/978-3-642-31830-6 Language: English
Publisher: Springer Nature
Subject: General and Civil Engineering --- Materials --- Manufactures --- Pharmacy and materia medica --- Chemical Engineering --- Biotechnology --- Media and communication --- Computer Science --- Business and Management --- Electrical and Nuclear Engineering --- Information theory
Added to DOAB on : 2012-08-16 16:43:16
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Modern knowledge discovery methods enable users to discover complex patterns of various types in large information repositories. However, the underlying assumption has always been that the data to which the methods are applied to originates from one domain. The focus of this book, and the BISON project from which the contributions are originating, is a network based integration of various types of data repositories and the development of new ways to analyse and explore the resulting gigantic information networks. Instead of finding well defined global or local patterns they wanted to find domain bridging associations which are, by definition, not well defined since they will be especially interesting if they are sparse and have not been encountered before. The 32 contributions presented in this state-of-the-art volume together with a detailed introduction to the book are organized in topical sections on bisociation; representation and network creation; network analysis; exploration; and applications and evaluation.

AiREAS: Sustainocracy for a Healthy City: Phase 3: Civilian Participation – Including the Global Health Deal Proposition

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Book Series: SpringerBriefs on Case Studies of Sustainable Development ISSN: 2196-7830 ISBN: 9783319456195 9783319456201 Year: Pages: 158 DOI: 10.1007/978-3-319-45620-1 Language: English
Publisher: Springer Nature
Subject: Sociology
Added to DOAB on : 2016-12-20 11:54:19
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This volume describes phase 3 of the AiREAS multidisciplinary cocreation effort to produce a Healthy City. Phase 1 referred to making visible the invisible from an air quality and human exposure perspective. Phase 2 studies air quality related to health and Phase 3 looks at air quality, health and lifestyle from the perspective of persuasion to innovative change.The three books together describe the coming about and first results of the AiREAS "healthy city" cooperative in the city of Eindhoven and Province of North Brabant in the Netherlands. AiREAS is an initiative focused on the multidisciplinary co-creation of healthy cities using the core human value of human health and air quality as guiding principle for profound regional innovation.

Advances in Intelligent Data Analysis XVIII

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Book Series: Lecture Notes in Computer Science; Information Systems and Applications, incl. Internet/Web, and HCI ISBN: 9783030445843 Year: Pages: 588 DOI: 10.1007/978-3-030-44584-3 Language: English
Publisher: Springer Nature
Subject: Computer Science
Added to DOAB on : 2020-05-14 09:29:53
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This open access book constitutes the proceedings of the 18th International Conference on Intelligent Data Analysis, IDA 2020, held in Konstanz, Germany, in April 2020. The 45 full papers presented in this volume were carefully reviewed and selected from 114 submissions. Advancing Intelligent Data Analysis requires novel, potentially game-changing ideas. IDA’s mission is to promote ideas over performance: a solid motivation can be as convincing as exhaustive empirical evaluation.

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