E-Book, Englisch, Band 8, 648 Seiten
Chen / Fuller / Friedman Medical Informatics
1. Auflage 2006
ISBN: 978-0-387-25739-6
Verlag: Springer US
Format: PDF
Kopierschutz: 1 - PDF Watermark
Knowledge Management and Data Mining in Biomedicine
E-Book, Englisch, Band 8, 648 Seiten
Reihe: Integrated Series in Information Systems
ISBN: 978-0-387-25739-6
Verlag: Springer US
Format: PDF
Kopierschutz: 1 - PDF Watermark
Comprehensively presents the foundations and leading application research in medical informatics/biomedicine. The concepts and techniques are illustrated with detailed case studies. Authors are widely recognized professors and researchers in Schools of Medicine and Information Systems from the University of Arizona, University of Washington, Columbia University, and Oregon Health & Science University. Related Springer title, Shortliffe: Medical Informatics, has sold over 8000 copies The title will be positioned at the upper division and graduate level Medical Informatics course and a reference work for practitioners in the field.
Autoren/Hrsg.
Weitere Infos & Material
1;TABLE OF CONTENTS;6
2;EDITORS' BIOGRAPHIES;20
3;AUTHORS' BIOGRAPHIES;24
4;PREFACE;40
5;UNIT I Foundational Topics in Medical Informatics;46
5.1;Chapter 1 KNOWLEDGE MANAGEMENT, DATA MINING, AND TEXT MINING IN MEDICAL INFORMATICS;48
5.2;Chapter 2 MAPPING MEDICAL INFORRIATICS RESEARCH;79
5.3;Chapter 3 BIOINFORMATICS CHALLENGES AND OPPORTUNITIES;108
5.4;Chapter 4 MANAGING INFORMATION SECURITY AND PRIVACY IN HEALTHCARE DATA MINING;140
5.5;Chapter 5 ETHICAL AND SOCIAL CHALLENGES OF ELECTRONIC HEALTH INFORMATION;183
6;UNIT II Information and Knowledge Management;205
6.1;Chapter 6 MEDICAL CONCEPT REPRESENTATION;207
6.2;Chapter 7 CHARACTERIZING BIOMEDICAL CONCEPT RELATIONSHIPS;228
6.3;Chapter 8 BIOMEDICAL ONTOLOGIES;256
6.4;Chapter 9 INFORMATION RETRIEVAL AND DIGITAL LIBRARIES;282
6.5;Chapter 10 MODELING TEXT RETRIEVAL IN BIOMEDICINE;321
6.6;Chapter 11 PUBLIC ACCESS TO ANATOMIC IMAGES;343
6.7;Chapter 12 3D MEDICAL INFORMATICS;378
6.8;Chapter 13 INFECTIOUS DISEASE INFORMATICS AND OUTBREAK DETECTION;404
7;UNIT III Text Mining and Data Mining;441
7.1;Chapter 14 SEMANTIC INTERPRETATION FOR THE BIOMEDICAL RESEARCH LITERATURE;443
7.2;Chapter 15 SEMANTIC TEXT PARSING FOR PATIENT RECORDS;468
7.3;Chapter 16 IDENTIFICATION OF BIOLOGICAL RELATIONSHIPS FROM TEXT DOCUMENTS;494
7.4;Chapter 17 CREATING, MODELING, AND VISUALIZING METABOLIC NETWORKS;535
7.5;Chapter 18 GENE PATHWAY TEXT MINING AND VISUALIZATION;564
7.6;Chapter 19 THE GENOMIC DATA MINE;592
7.7;Chapter 20 EXPLORATORY GENOMIC DATA ANALYSIS;617
7.8;Chapter 21 JOINT LEARNING USING MULTIPLE TYPES OF DATA AND KNOWLEDGE;638
8;AUTHOR INDEX;669
9;SUBJECT INDEX;671
