LEADER 05364nam 2200625Ia 450 001 9910784649103321 005 20200520144314.0 010 $a1-280-74688-2 010 $a9786610746880 010 $a0-08-046769-5 035 $a(CKB)1000000000364183 035 $a(EBL)283967 035 $a(OCoLC)476031752 035 $a(SSID)ssj0000123513 035 $a(PQKBManifestationID)11922744 035 $a(PQKBTitleCode)TC0000123513 035 $a(PQKBWorkID)10006554 035 $a(PQKB)11719153 035 $a(Au-PeEL)EBL283967 035 $a(CaPaEBR)ebr10158377 035 $a(CaONFJC)MIL74688 035 $a(MiAaPQ)EBC283967 035 $a(EXLCZ)991000000000364183 100 $a20070330d2007 uy 0 101 0 $aeng 135 $aurcn||||||||| 181 $ctxt 182 $cc 183 $acr 200 00$aClinical decision support$b[electronic resource] $ethe road ahead /$fedited by Robert A. Greenes 210 $aAmsterdam ;$aBoston $cElsevier Academic Press$dc2007 215 $a1 online resource (599 p.) 300 $aDescription based upon print version of record. 311 $a0-12-369377-2 320 $aIncludes bibliographical references and index. 327 $aFront 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 327 $a2.2 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 327 $a5.2 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 327 $a7.2 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 327 $a9.2 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 327 $a11.2 METHODOLOGIES OF SYSTEMATIC REVIEW AND META-ANALYSIS 330 $aThis 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 606 $aDiagnosis$xDecision making$xData processing 606 $aClinical medicine$xDecision making$xData processing 615 0$aDiagnosis$xDecision making$xData processing. 615 0$aClinical medicine$xDecision making$xData processing. 676 $a616.07/5 701 $aGreenes$b Robert A.$f1940-$01497116 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910784649103321 996 $aClinical decision support$93722160 997 $aUNINA