Ontology-based information retrieval for healthcare systems / edited by Vishal Jain [and three others].

Format:

Book

Author/Creator:

Jain, Vishal, Editor.

Contributor:

Jain, Vishal, 1983- editor.

Language:

English

Subjects (All):

Information storage and retrieval systems--Medical care.

Information storage and retrieval systems.

Medical informatics.

Health services administration--Data processing.

Health services administration.

Physical Description:

1 online resource (377 pages)

Edition:

1

Place of Publication:

Wiley 2020

Summary:

With the advancements of semantic web, ontology has become the crucial mechanism for representing concepts in various domains. For research and dispersal of customized healthcare services, a major challenge is to efficiently retrieve and analyze individual patient data from a large volume of heterogeneous data over a long time span. This requirement demands effective ontology-based information retrieval approaches for clinical information systems so that the pertinent information can be mined from large amount of distributed data. This unique and groundbreaking book highlights the key advances in ontology-based information retrieval techniques being applied in the healthcare domain and covers the following areas: Semantic data integration in e-health care systems Keyword-based medical information retrieval Ontology-based query retrieval support for e-health implementation Ontologies as a database management system technology for medical information retrieval Information integration using contextual knowledge and ontology merging Collaborative ontology-based information indexing and retrieval in health informatics An ontology-based text mining framework for vulnerability assessment in health and social care An ontology-based multi-agent system for matchmaking patient healthcare monitoring A multi-agent system for querying heterogeneous data sources with ontologies for reducing cost of customized healthcare systems A methodology for ontology based multi agent systems development Ontology based systems for clinical systems: validity, ethics and regulation

Contents:

Chapter 1 Role of Ontology in Health Care Chapter 2 A Study on Basal Ganglia Circuit and Its Relation With Movement Disorders Chapter 3 Extraction of Significant Association Rules Using Preand Post-Mining Techniques-An Analysis Chapter 4 Ontology in Medicine as a Database Management System Chapter 5 Using IoT and Semantic Web Technologies for Healthcare and Medical Sector Chapter 6 An Ontological Model, Design, and Implementation of CSPF for Healthcare Chapter 7 Ontology-Based Query Retrieval Support for E-Health Implementation Chapter 8 Ontology-Based Case Retrieval in an E-Mental Health Intelligent Information System Chapter 9 Ontology Engineering Applications in Medical Domain Chapter 10 Ontologies on Biomedical Informatics Chapter 11 Machine Learning Techniques Best for Large Data Prediction: A Case Study of Breast Cancer Categorical Data: k-Nearest Neighbo Chapter 12 Need of Ontology-Based Systems in Healthcare System Chapter 13 Exploration of Information Retrieval Approaches With Focus on Medical Information Retrieval Chapter 14 Ontology as a Tool to Enable Health Internet of Things Viable 5G Communication Networks Chapter 15 Tools and Techniques for Streaming Data: An Overview Chapter 16 An Ontology-Based IR for Health Care EULA

Notes:

Description based on print version record.

ISBN:

1-119-64139-X

1-119-64136-5

OCLC:

1163933404