Clinical decision support : the road ahead / edited by Robert A. Greenes.

Format:

Book

Contributor:

Greenes, Robert A., 1940-

Language:

English

Subjects (All):

Diagnosis--Decision making--Data processing.

Diagnosis.

Clinical medicine--Decision making--Data processing.

Clinical medicine.

Physical Description:

1 online resource (599 p.)

Edition:

1st ed.

Place of Publication:

Amsterdam ; Boston : Elsevier Academic Press, c2007.

Language Note:

English

Summary:

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 modeling, and analysis. This book additionally addresses organization

Contents:

Front Cover; Clinical Decision Support; Copyright Page; Table of Contents; Contributors; Preface; PART I COMPUTER-BASED CLINICAL DECISION SUPPORT: CONCEPTS AND ORIGINS; Chapter 1 DEFINITION, SCOPE, AND CHALLENGES; 1.1 INTRODUCTION; 1.2 DEFINITION OF COMPUTER-BASED CLINICAL DECISION SUPPORT; 1.3 FEATURES OF CD'S; 1.4 THE TALE OF A RELATIONSHIP; 1.5 SCOPE AND PLAN OF THIS BOOK; REFERENCES; Chapter 2 A BRIEF HISTORY OF CLINICAL DECISION SUPPORT: TECHNICAL, SOCIAL, CULTURAL, ECONOMIC, AND GOVERNMENTAL PERSPECTIVES; 2.1 PRIMARY RESEARCH METHODOLOGIES THAT HAVE BEEN PURSUED AND EXTENDED

2.2 DRIVING FORCES FOR CD'S 2.3 CONCLUSION; REFERENCES; Chapter 3 FEATURES OF COMPUTER-BASED CLINICAL DECISION SUPPORT; 3.1 CD'S AND THE HUMAN; 3.2 DESIGN AND STRUCTURE OF CD'S; 3.3 OTHER CONSIDERATIONS; REFERENCES; PART II CASE STUDIES AND CURRENT STATUS; Chapter 4 REGEN STRIEF MEDICAL INFORMATICS: EXPERIENCES WITH CLINICAL DECISION SUPPORT SYSTEMS; 4.1 INTRODUCTION; 4.2 HISTORY; 4.3 CONCLUSION; REFERENCES; Chapter 5 PATIENTS, DOCTORS, AND INFORMATION TECHNOLOGY: CLINICAL DECISION SUPPORT AT BRIGHAM AND WOMEN'S HOSPITAL AND PARTNERS; 5.1 HISTORY

5.2 CLINICAL DECISION SUPPORT AND INPATIENT CPOE AT BWH 5.3 DECISION SUPPORT DELIVERED USING THE OUTPATIENT ELECTRONIC HEALTH RECORD; 5.4 OVERARCHING STUDIES; 5.5 OVERARCHING LESSONS; 5.6 FUTURE DIRECTIONS; REFERENCES; Chapter 6 CASE STUDIES IN CLINICAL DECISION SUPPORT: LDS HOSPITAL EXPERIENCE; 6.1 INTRODUCTION; 6.2 TOOLS FOR INFORMATION MANAGEMENT; 6.3 TOOLS FOR FOCUSING ATTENTION; 6.4 TOOLS FOR PATIENT-SPECIFIC CONSULTATION; 6.5 CONCLUSION; REFERENCES; Chapter 7 PENETRATION AND AVAILABILITY OF CLINICAL DECISION SUPPORT IN COMMERCIAL SYSTEMS; 7.1 INTRODUCTION

7.2 CD'S PENETRATION AND AVAILABILITY IN COMMERCIAL SYSTEMS 7.3 CLINICAL ALERTING IN 2002; 7.4 OBSTACLES TO CD'S IN 2002; 7.5 WHAT CHANGED SINCE EARLY 2002?; 7.6 HOW FAR ALONG ARE CD'S VENDORS IN 2005?; 7.7 SELF-REPORTED VENDOR DATA AS OF FEBRUARY 2005; 7.8 CONCLUSION; REFERENCES; VENDOR WEB SITE REFERENCES; Chapter 8 LESSONS LEARNED; 8.1 ACADEMIC PROTOTYPES; 8.2 STANDARDS AND SHARING OF INTEROPERABLE CONTENT AND TOOLS; 8.3 USERS; 8.4 OTHER CONSIDERATIONS; REFERENCES; PART III GENERATION AND FORMULATION OF KNOWLEDGE; Chapter 9 HUMAN-INTENSIVE TECHNIQUES; 9.1 INTRODUCTION

9.2 THEORETICAL BASIS FOR KNOWLEDGE ACQUISITION 9.3 COGNITIVE TASK ANALYSIS; 9.4 COMPUTER-BASED KNOWLEDGE ACQUISITION; 9.5 CONCLUSION; REFERENCES; Chapter 10 GENERATION OF KNOWLEDGE FOR CLINICAL DECISION SUPPORT: STATISTICAL AND MACHINE LEARNING TECHNIQUES; 10.1 INTRODUCTION; 10.2 LEARNING FROM DATA; 10.3 OVERVIEW OF LOGISTIC REGRESSION; 10.4 OVERVIEW OF SOME MACHINE LEARNING MODELS; 10.5 PREDICTION MODELS IN MEDICINE; 10.6 CONCLUSION; REFERENCES; Chapter 11 EVIDENCE-BASED MEDICINE AND META-ANALYSIS: GETTING MORE OUT OF THE LITERATURE; 11.1 SYSTEMATIC REVIEWS AND META-ANALYSES

11.2 METHODOLOGIES OF SYSTEMATIC REVIEW AND META-ANALYSIS

Notes:

Description based upon print version of record.

Includes bibliographical references and index.

ISBN:

1-280-74688-2

9786610746880

0-08-046769-5

OCLC:

476031752