Clinical Decision Support and Beyond

Progress and Opportunities in Knowledge-Enhanced Health and Healthcare
Herausgeber: Del Fiol, Guilherme; Greenes, Robert

• Broschiertes Buch

Produktbeschreibung

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.

Produktdetails

• Verlag: Elsevier Science & Technology
• 3 ed
• Seitenzahl: 880
• Erscheinungstermin: 21. Februar 2023
• Englisch
• Abmessung: 235mm x 191mm x 46mm
• Gewicht: 1698g
• ISBN-13: 9780323912006
• ISBN-10: 0323912001
• Artikelnr.: 62436642

Inhaltsangabe

Preface
SECTION I GOALS, METHODOLOGIES, AND CHALLENGES FOR CLINICAL DECISION
SUPPORT AND BEYOND1. Definitions, Purposes, and Scope2. Clinical Decision
Support Methods3. The Journey to Broad Adoption4. The Role of Quality
Measurement and Reporting Feedback as a Driver for Care Improvement5.
International Dimensions of Clinical Decision Support SystemsSECTION II
SOURCES OF KNOWLEDGE FOR CLINICAL DECISION SUPPORT AND BEYOND6.
Human-Intensive Techniques7. Data-Driven Approaches to Generating
Knowledge: machine learning, artificial intelligence, and predictive
modelling8. Modernizing Evidence Synthesis for Evidence-Based Medicine
SECTION III THE TECHNOLOGY OF CLINICAL DECISION SUPPORT AND BEYOND9.
Decision Rules and Expressions10. Guidelines and Workflow Models11.
Ontologies, Vocabularies and Data Models12. Grouped Knowledge Elements13.
Infobuttons and Point of Care Access to Knowledge14. Information
Visualization and Integrated Information Display15. The Role of
Standards16. Population Analytics and Decision Support17. Expanded sources
for Precision Medicine18. Knowledge Resources
SECTION IV ADOPTION OF CLINICAL DECISION SUPPORT AND OTHER MODES OF
KNOWLEDGE ENHANCEMENT19. Cognitive Considerations for Health Information
Technology20. CDS Implementation and Governance21. Managing the Investment
in Clinical Decision Support22. Evaluation of Clinical Decision Support23.
Legal and Regulatory Issues Related to the Use of Clinical Software in
Health Care Delivery24. Patient-Centered Clinical Decision Support25. CDS
and Health Disparities26. Population Health Management27. CDS for Public
Health
SECTION V THE JOURNEY TO A KNOWLEDGE-ENHANCED HEALTH AND HEALTH CARE SYSTEM
28. Clinical Knowledge Management29. Integration of Knowledge Resources:
Architectures30. Getting to Knowledge-Enhanced Health and Healthcare