Clinical decision support and beyond progress and opportunities in knowledge-enhanced health and healthcare edited by Robert A. Greenes, Guilherme Del Fiol

Format:

Book

Contributor:

Greenes, Robert A., 1940- editor.

Del Fiol, Guilherme, editor.

Standardized Title:

Clinical decision support

Language:

English

Subjects (All):

Diagnosis--Decision making--Data processing.

Diagnosis.

Clinical medicine--Decision making--Data processing.

Clinical medicine.

Problem solving.

Problem Solving.

Medical Subjects:

Problem Solving.

Genre:

Electronic books.

Physical Description:

1 online resource

Edition:

Third edition

Place of Publication:

London San Diego, CA Academic Press [2023]

Summary:

"Clinical Decision Support and Beyond: Progress and Opportunities in Knowledge-Enhanced Health and Healthcare, now in its third edition, discusses the underpinnings of effective, reliable, and easy-to-use clinical decision support systems at the point of care as a productive way of managing the flood of data, knowledge, and misinformation when providing patient care. Incorporating CDS into electronic health record systems has been underway for decades; however its complexities, costs, and user resistance have lagged its potential. Thus it is of utmost importance to understand the process in detail, to take full advantage of its capabilities. The book expands and updates the content of the previous edition, and discusses topics such as integration of CDS into workflow, context-driven anticipation of needs for CDS, new forms of CDS derived from data analytics, precision medicine, population health, integration of personal monitoring, and patient-facing CDS. In addition, it discusses population health management, public health CDS and CDS to help reduce health disparities. It is a valuable resource for clinicians, practitioners, students and members of medical and biomedical fields who are interested to learn more about the potential of clinical decision support to improve health and wellness and the quality of health care. Presents an overview and details of the current state of the art and usefulness of clinical decision support, and how to utilize these capabilities Explores the technological underpinnings for developing, managing, and sharing knowledge resources and deploying them as CDS or for other uses Discusses the current drivers and opportunities that are expanding the prospects for use of knowledge to enhance health and healthcare"-- From ProQuest Ebook Central

Contents:

Definition, purposes, and scope / Robert A. Greenes and Guilherme Del Fiol

Clinical decision support methods / Robert A. Greenes and Guilherme Del Fiol

The journey to broad adoption / Robert A. Greenes and Guilherme Del Fiol

The role of quality measurement and reporting feedback as a driver for care improvement / Floyd Eisenberg

International dimensions of clinical decision support systems / Farah Magrabi, Kathrin Cresswell, and Hamish S.F. Fraser

Human-intensive techniques / Vimla L. Patel, Jane Shellum, Timothy Miksch, and Edward H. Shortliffe

Data-driven approaches to generating knowledge : Machine learning, artificial intelligence, and predictive modeling / Michael E. Matheny, Lucila Ohno-Machado, Sharon E. Davis, and Shamim Nemati

Modernizing evidence synthesis for evidence-based medicine / Ian Jude Saldanha, Gaelen P. Adam, Christopher H. Schmid, Thomas A. Trikalinos, and Kristin J. Konnyu

Decision rules and expressions / Robert A. Jenders and Bryn Rhodes

Guidelines and workflow models / Mor Peleg and Peter Haug

Terminologies, ontologies and data models / Thomas A. Oniki, Roberto A. Rocha, Lee Min Lau, Davide Sottara, and Stanley M. Huff

Grouped knowledge elements / Claude Nanjo and Aziz A. Boxwala

Infobuttons and point of care access to knowledge / Guilherme Del Fiol, Hong Yu, and James J. Cimino

Information visualization and integration / Melanie C. Wright

The role of standards : What we can expect and when / Kensaku Kawamoto, Guilherme Del Fiol, Bryn Rhodes, and Robert A. Greenes

Population analytics and decision support / John Halamka and Paul Cerrato

Expanded sources for precision medicine / Darren K. Johnson and Marc S. Williams

Knowledge resources / Guilherme Del Fiol and David A. Cook

Cognitive considerations for health information technology in clinical team environments / Amy Franklin and Jiajie Zhang

Governance and implementation / Richard Schreiber and John D. McGreevey III

Managing the investment in clinical decision support / Tonya Hongsermeier and John Glaser

Evaluation of clinical decision support / Nicole M. Benson, Hojjat Salmasian, and David W. Bates

Legal and regulatory issues related to the use of clinical software in healthcare delivery / Steven Brown and Apurva Desai

The promise of patient-directed decision support / Jessica S. Ancker and Meghan Reading Turchioe

Clinical decision support and health disparities / Jorge A. Rodriguez and Lipika Samal

Population health management / Guilherme Del Fiol

CDS for public health / Leslie A. Lenert

Clinical knowledge management program / Roberto A. Rocha, Saverio M. Maviglia, and Beatriz H. Rocha

Integration of knowledge resources into applications to enable CDS : Architectural considerations / Preston Lee, Robert A. Greenes, Kensaku Kawamoto, and Emory A. Fry

Getting to knowledge-enhanced health and healthcare / Robert A. Greenes and Guilherme Del Fiol

Notes:

Includes bibliographical references and index

Online resource; title from digital title page (ProQuest Ebook Central, viewed March 2, 2023)

Other Format:

Print version: Clinical decision support and beyond

ISBN:

9780323995771

0323995772

9780323912006

0323912001

OCLC:

1370493728

Access Restriction:

Restricted for use by site license.