Clinical Decision Support The Road Ahead 1st Edition by Robert Greenes ISBN 978-0123693778 0123693772

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Product details: 

ISBN 10:  0123693772

ISBN 13: 978-0123693778

Author:  Robert A. Greenes

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.

Table of contents: 

I. Computer-Based Clinical Decision Support: Concepts and Origins

1. Definition, Scope, and Challenges
   Robert A. Greenes

2. A Brief History of Clinical Decision Support: Technical, Social, Cultural, Economic, and Governmental Perspectives
   Robert A. Greenes

3. Features of Computer-Based Clinical Decision Support
   Robert A. Greenes

II. Case Studies and Current Status

4. Regenstrief Medical Informatics: Experiences with Clinical Decision Support Systems
   Paul Biondich, Burke Mamlin, William Tierney, Marc Overhage, and Clement McDonald

5. Patients, Doctors, and Information Technology: Clinical Decision Support at Brigham and Women’s Hospital and Partners HealthCare
   David W. Bates and Helen G. Lo

6. Case Studies in Clinical Decision Support: LDS Hospital Experience
   R. Scott Evans

7. Penetration and Availability of Clinical Decision Support in Commercial Systems
   Kent Gale and Jason Hess

8. Lessons Learned
   Robert A. Greenes

III. Generation and Formulation of Knowledge

9. Human-Intensive Techniques
   Edward H. Shortliffe and Vimla L. Patel

10. Generation of Knowledge for Clinical Decision Support: Statistical and Machine Learning Techniques
    Michael E. Matheny and Lucila Ohno-Machado

11. Evidence-Based Medicine and Meta-Analysis: Getting More Out of the Literature
    Joseph Lau

IV. Representing the Knowledge: Standardization Efforts

12. Decision Rules and Expressions
    Robert A. Jenders

13. Guidelines and Workflow Models
    Mor Peleg

14. Ontologies, Vocabularies, and Data Models
    Stanley M. Huff

15. Grouped Knowledge Elements
    Margarita Sordo and Matvey B. Palchiuk

16. Infobuttons and Point of Care Access to Knowledge
    James J. Cimino and Guilherme Del Fiol

17. The Role of Standards: What We Can Expect and When
    Robert A. Greenes

V. Organizational, Business, and Social Challenges

18. Organizational and Cultural Change Considerations
    Joan S. Ash

19. Managing the Investment in Clinical Decision Support
    John Glaser and Tonya Hongsermeier

20. Legal and Regulatory Issues Related to the Use of Clinical Software in Health Care Delivery
    Randolph A. Miller and Sarah M. Miller

VI. Knowledge Management Approaches

21. Knowledge Management Infrastructure: Evolution at Partners Healthcare System
    Tonya Hongsermeier, Vipul Kashyap, and Margarita Sordo

22. The Clinical Knowledge Management Infrastructure at Intermountain Healthcare
    Roberto A. Rocha

VII. The Road Ahead

24. A Proposed Strategy for Overcoming Inertia
    Robert A. Greenes

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Tags: Robert Greenes, Clinical Decision Suppor, The Road Ahead