http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
1 online resource (xxxix, 887 pages) : illustrations (some color)
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.
Sect. 1: Computer-based clinical decision support: overview, status, and challenges. Definition, scope and challenges / Robert A. Greenes ; A brief history of clinical decision support / Robert A. Greenes ; Features of computer-based clinical decision support / Robert A. Greenes ; The role of quality measurement and reporting feedback as a driver for care improvement / Floyd Eisenberg -- Sect. 2: Experience with CDS development and adoption : case studies, national initiatives, and lessons learned. Regenstrief medical informatics / Paul Biondich [and 7 others] ; Patients, doctors, and information technology: clinical decision support at Brigham and Women's Hospital and Partners HealthCare / Adam Wright and David W. Bates ; Computer-based approaches to improving healthcare quality and safety at LDS Hospital / R. Scott Evans ; International dimensions of clinical decision support / Hamish Fraser and Jeremy Wyatt ; Current state of CDS utilization / Robert A. Greenes -- Sect. 3: Sources of knowledge for clinical decision support. Human-intensive techniques / Vimla L. Patel and Edward H. Shortliffe ; Generation of knowledge for clinical decision support / Michael E. Matheny and Lucila Ohno-Machado ; Modernizing evidence synthesis for evidence-based medicine / Byron C. Wallace [and 4 others] ; Big data and population-based decision support / Michael A. Krall, Adi V. Gundlapalli and Matthew H. Samore ; Clinical decision support for personalized medicine / Brandon M. Welch [and 3 others].
Sect. 4: The technology of clinical decision support. Decision rules and expressions / Robert A. Jenders ; Guidelines and workflow models / Mor Peleg and Arturo González-Ferrer ; Ontologies, vocabularies and data models / Stanley M. Huff [and 4 others] ; Grouped knowledge elements / Margarita Sordo and Aziz A. Boxwala ; Infobuttons and point of care access to knowledge / Guilherme Del Fiol, Hong Yu and James J. Cimino ; Formal representations and semantice web technologies / Alan Rector and Davide Sottara ; The role of standards / Kensaku Kawamoto and Robert A. Greenes -- Sect. 5: Adoption of clinical decision support. Cognitive considerations for health information technology / Amy Franklin and Jiajie Zhang ; Organizational and cultural change / Joan S. Ash and Timothy H. Hartzog ; Managing the investment in clinical decision support / John Glaser and Tonya Hongsermeier ; A clinical decision support implementation guide: practical considerations / Donald Levick and Jerome Osheroff ; Legal and regulatory issues related to the use of clinical software in health care delivery / Steven H. Brown and Randolph A. Miller ; Consumers and clinical decision support / Nananda Col and Rosaly Correa-de-Araujo -- Sect. 6: The journey to widespread use of clinical decision support. A clinical knowledge management program / Roberto A. Rocha [and 3 others] ; Integration of knowledge resources into applications to enable CDS / Kensaku Kawamoto, Emory Fry and Robert Greenes ; Looking ahead: the road to broad adoption / Robert A. Greenes.
Includes bibliographical references and index.
Health Care Quality, Access, and Evaluation
Amsterdam ; Boston : Academic Press, ©2014