Clinical decision support: the road ahead
Gespeichert in:
| Format: | Elektronisch E-Book |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Amsterdam
Elsevier Academic Press
©2007
|
| Schlagworte: | |
| Online-Zugang: | FAW01 FAW02 Volltext |
| Beschreibung: | This book examines the nature of medical knowledge, how it is obtained, and how it can be used for decision support. It provides complete coverage of computational approaches to clinical decision-making. Chapters discuss data integration into healthcare information systems and delivery to point of care for providers, as well as facilitation of direct to consumer access. A case study section highlights critical lessons learned, while another portion of the work examines biostatistical methods including data mining, predictive modelling, and analysis. This book additionally addresses organizational, technical, and business challenges in order to successfully implement a computer-aided decision-making support system in healthcare delivery Introduction: Clinical decision support -- What it is and why important -- A brief history of the field -- Types of computer-aided decision making -- Case studies -- Regenstrief experience -- Brigham experience -- LDS HELP experience -- Lessons learned, summary -- Where are we now? -- Penetration -- Limitations -- New motivations and interest -- Where does the knowledge come from? -- Expert knowledge -- Data mining and predictive modeling -- Evidence-based medicine -- Problems in developing decision support applications -- Representation of the knowledge -- Integration with host environments -- Managing the knowledge: authoring and update -- Standards efforts -- Arden syntax -- Guidelines -- GELLO -- Vocabularies and data models -- Process/workflow models -- Issues -- Top-down vs. bottom-up approaches -- Legacy investments -- Differences among models and purposes -- Institutional KM challenges -- Getting a handle on the problem -- Content management and collaborative authoring/editing -- Common representation -- Common interfaces/transaction services -- Tools for knowledge management -- A timetable of opportunities -- Rules knowledge -- General expressions/calculation/logic -- Knowledge element groups -- Order sets -- Reports and data entry forms -- Prospects for dissemination and sharing -- Knowledge as a universal commodity not a proprietary resource -- Attempts to establish consortia -- What is needed to overcome barriers Includes bibliographical references and index |
| Beschreibung: | 1 Online-Ressource (xv, 581 pages) |
| ISBN: | 0080467695 0123693772 9780080467696 9780123693778 |
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| id | DE-604.BV043044007 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:15:50Z |
| institution | BVB |
| isbn | 0080467695 0123693772 9780080467696 9780123693778 |
| language | English |
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| physical | 1 Online-Ressource (xv, 581 pages) |
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| spelling | Clinical decision support the road ahead edited by Robert A. Greenes Amsterdam Elsevier Academic Press ©2007 1 Online-Ressource (xv, 581 pages) txt rdacontent c rdamedia cr rdacarrier This book examines the nature of medical knowledge, how it is obtained, and how it can be used for decision support. It provides complete coverage of computational approaches to clinical decision-making. Chapters discuss data integration into healthcare information systems and delivery to point of care for providers, as well as facilitation of direct to consumer access. A case study section highlights critical lessons learned, while another portion of the work examines biostatistical methods including data mining, predictive modelling, and analysis. This book additionally addresses organizational, technical, and business challenges in order to successfully implement a computer-aided decision-making support system in healthcare delivery Introduction: Clinical decision support -- What it is and why important -- A brief history of the field -- Types of computer-aided decision making -- Case studies -- Regenstrief experience -- Brigham experience -- LDS HELP experience -- Lessons learned, summary -- Where are we now? -- Penetration -- Limitations -- New motivations and interest -- Where does the knowledge come from? -- Expert knowledge -- Data mining and predictive modeling -- Evidence-based medicine -- Problems in developing decision support applications -- Representation of the knowledge -- Integration with host environments -- Managing the knowledge: authoring and update -- Standards efforts -- Arden syntax -- Guidelines -- GELLO -- Vocabularies and data models -- Process/workflow models -- Issues -- Top-down vs. bottom-up approaches -- Legacy investments -- Differences among models and purposes -- Institutional KM challenges -- Getting a handle on the problem -- Content management and collaborative authoring/editing -- Common representation -- Common interfaces/transaction services -- Tools for knowledge management -- A timetable of opportunities -- Rules knowledge -- General expressions/calculation/logic -- Knowledge element groups -- Order sets -- Reports and data entry forms -- Prospects for dissemination and sharing -- Knowledge as a universal commodity not a proprietary resource -- Attempts to establish consortia -- What is needed to overcome barriers Includes bibliographical references and index MEDICAL / Diagnostic Imaging bisacsh MEDICAL / Diagnosis bisacsh Clinical medicine / Decision making / Data processing fast Diagnosis / Decision making / Data processing fast Besliskunde gtt Geneeskunde gtt Decision Support Systems, Clinical / trends Clinical Medicine / trends Delivery of Health Care / trends Medical Informatics Applications Problem Solving Datenverarbeitung Medizin Diagnosis Decision making Data processing Clinical medicine Decision making Data processing Entscheidungsfindung (DE-588)4113446-1 gnd rswk-swf Diagnosesystem (DE-588)4149458-1 gnd rswk-swf Diagnosesystem (DE-588)4149458-1 s Entscheidungsfindung (DE-588)4113446-1 s 1\p DE-604 Greenes, Robert A. Sonstige oth http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=185745 Aggregator Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Clinical decision support the road ahead MEDICAL / Diagnostic Imaging bisacsh MEDICAL / Diagnosis bisacsh Clinical medicine / Decision making / Data processing fast Diagnosis / Decision making / Data processing fast Besliskunde gtt Geneeskunde gtt Decision Support Systems, Clinical / trends Clinical Medicine / trends Delivery of Health Care / trends Medical Informatics Applications Problem Solving Datenverarbeitung Medizin Diagnosis Decision making Data processing Clinical medicine Decision making Data processing Entscheidungsfindung (DE-588)4113446-1 gnd Diagnosesystem (DE-588)4149458-1 gnd |
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| title | Clinical decision support the road ahead |
| title_auth | Clinical decision support the road ahead |
| title_exact_search | Clinical decision support the road ahead |
| title_full | Clinical decision support the road ahead edited by Robert A. Greenes |
| title_fullStr | Clinical decision support the road ahead edited by Robert A. Greenes |
| title_full_unstemmed | Clinical decision support the road ahead edited by Robert A. Greenes |
| title_short | Clinical decision support |
| title_sort | clinical decision support the road ahead |
| title_sub | the road ahead |
| topic | MEDICAL / Diagnostic Imaging bisacsh MEDICAL / Diagnosis bisacsh Clinical medicine / Decision making / Data processing fast Diagnosis / Decision making / Data processing fast Besliskunde gtt Geneeskunde gtt Decision Support Systems, Clinical / trends Clinical Medicine / trends Delivery of Health Care / trends Medical Informatics Applications Problem Solving Datenverarbeitung Medizin Diagnosis Decision making Data processing Clinical medicine Decision making Data processing Entscheidungsfindung (DE-588)4113446-1 gnd Diagnosesystem (DE-588)4149458-1 gnd |
| topic_facet | MEDICAL / Diagnostic Imaging MEDICAL / Diagnosis Clinical medicine / Decision making / Data processing Diagnosis / Decision making / Data processing Besliskunde Geneeskunde Decision Support Systems, Clinical / trends Clinical Medicine / trends Delivery of Health Care / trends Medical Informatics Applications Problem Solving Datenverarbeitung Medizin Diagnosis Decision making Data processing Clinical medicine Decision making Data processing Entscheidungsfindung Diagnosesystem |
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