knowledge management and data mining in biomedicine /
First Statement of Responsibility
edited by Hsinchun Chen [and others].
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
New York, NY :
Name of Publisher, Distributor, etc.
Springer,
Date of Publication, Distribution, etc.
2005.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource (xliii, 647 pages) :
Other Physical Details
illustrations
SERIES
Series Title
Integrated series in information systems
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references and index.
CONTENTS NOTE
Text of Note
Knowledge management, data mining, and text mining in medical informatics -- Mapping medical informatics research -- Bioinformatics challenges and opportunities -- Managing information security and privacy in health care data mining: state of the art -- Ethical and social challenges of electronic health information -- Medical concept representation -- Characterizing biomedical concept relationships: concept relationships as a pathway for knowledge creation and discovery -- Biomedical ontologies -- Information retrieval and digital libraries -- Modeling text retrieval in biomedicine -- Public access to anatomic images -- 3D medical informatics: information science in multiple dimensions -- Infectious disease informatics and outbreak detection -- Semantic interpretation for the biomedical research literature -- Semantic text parsing for patient records -- Identification of biological relationships from text documents -- Creating, modeling and visualizing metabolic networks: FCModeler and PathBinder for network modeling and creation -- Gene pathway text mining and visualization -- The genomic data mine -- Exploratory genomic data analysis -- Joint learning using multiple types of data and knowledge.
0
SUMMARY OR ABSTRACT
Text of Note
Medical Informatics and biomedical computing have grown in quantum measure over the past decade. This book covers the basic foundations of this area. It introduces and examines the concepts, techniques, and practices of biomedical knowledge management and data mining, and is for biomedical professionals and researchers.
ACQUISITION INFORMATION NOTE
Source for Acquisition/Subscription Address
Springer
Stock Number
978-0-387-24381-8
OTHER EDITION IN ANOTHER MEDIUM
Title
Medical informatics.
International Standard Book Number
038724381X
PIECE
Title
Springer e-books
TOPICAL NAME USED AS SUBJECT
Data mining.
Knowledge management.
Medical informatics.
Information Management.
Medical Informatics.
Statistics as Topic.
Exploration de données (Informatique)
Gestion des connaissances.
Médecine-- Informatique.
Data mining.
Data mining.
Data mining.
Exploration de données (Informatique)
Geneeskunde.
Geneeskunde.
Gestion des connaissances.
Informatica.
Informatica.
Information Management.
Knowledge management.
Knowledge management.
Médecine-- Informatique.
MEDICAL-- Allied Health Services-- Medical Technology.