Ontology-based information retrieval for healthcare systems /
edited by Vishal Jain, Ritika Wason, Jyotir Moy Chatterjee, Dac-Nhuong Le.
- 1 online resource
Includes bibliographical references and index.
Role of ontology in health care / Sonia Singla -- A study on basal ganglia circuit and its relation with movement disorders / Dinesh Bhatia -- Extraction of significant association rules using pre- and post-mining techniques : an analysis / M. Nandhini and S.N. Sivanandam -- Ontology in medicine as a database management system / Shobowale K.O. -- Using IoT and semantic web technologies for healthcare and medical sector / Nikita Malik and Sanjay Kumar Malik -- An ontological model, design, and implementation of CSPF for healthcare / Pooja Mohan -- Ontology-based query retrieval support for e-health implementation / Aatif Ahmad Khan and Sanjay Kumar Malik -- Ontology-based case retrieval in an e-mental health intelligent information system / Georgia Kaoura, Konstantinos Kovas and Basilis Boutsinas -- Ontology engineering applications in medical domain / Mariam Gawich and Marco Alfonse -- Ontologies on biomedical informatics / Marco Alfonse and Mariam Gawich -- Machine learning techniques best for large data prediction : a case study of breast cancer categorical data : k-nearest neighbors / Yagyanath Rimal -- Need of ontology-based systems in healthcare system / Tshepiso Larona Mokgetse -- Exploration of information retrieval approaches with focus on medical information retrieval / Mamata Rath and Jyotir Moy Chatterjee -- Ontology as a tool to enable health internet of things viable 5G communication networks / Nidhi Sharma and R. K. Aggarwal -- Tools and techniques for streaming data : an overview / K. Saranya, S. Chellammal and Pethuru Raj Chelliah -- An ontology-based IR for health care / J.P. Patra, Gurudatta Verma and Sumitra Samal.
"With the advancements of semantic web, ontology has become the crucial mechanism for representing concepts in varied 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 demands effective ontology-based information retrieval approaches for clinical information systems. Further, Information Retrieval (IR) since its inception has matured into an established mechanism for facilitating fast and relevant information retrieval. However, mining relevant information from large amount of distributed data demands understanding the semantics of the desired information using ontology"--
9781119641391 111964139X 9781119641384 1119641381 9781119641360 1119641365
2020027418
Information storage and retrieval systems--Medical care.
Medical informatics.
Health services administration--Data processing.
Ontologies (Information retrieval)
Querying (Computer science)
Internet of things.
Machine learning.
Electronic books.
R858
610.285
Includes bibliographical references and index.
Role of ontology in health care / Sonia Singla -- A study on basal ganglia circuit and its relation with movement disorders / Dinesh Bhatia -- Extraction of significant association rules using pre- and post-mining techniques : an analysis / M. Nandhini and S.N. Sivanandam -- Ontology in medicine as a database management system / Shobowale K.O. -- Using IoT and semantic web technologies for healthcare and medical sector / Nikita Malik and Sanjay Kumar Malik -- An ontological model, design, and implementation of CSPF for healthcare / Pooja Mohan -- Ontology-based query retrieval support for e-health implementation / Aatif Ahmad Khan and Sanjay Kumar Malik -- Ontology-based case retrieval in an e-mental health intelligent information system / Georgia Kaoura, Konstantinos Kovas and Basilis Boutsinas -- Ontology engineering applications in medical domain / Mariam Gawich and Marco Alfonse -- Ontologies on biomedical informatics / Marco Alfonse and Mariam Gawich -- Machine learning techniques best for large data prediction : a case study of breast cancer categorical data : k-nearest neighbors / Yagyanath Rimal -- Need of ontology-based systems in healthcare system / Tshepiso Larona Mokgetse -- Exploration of information retrieval approaches with focus on medical information retrieval / Mamata Rath and Jyotir Moy Chatterjee -- Ontology as a tool to enable health internet of things viable 5G communication networks / Nidhi Sharma and R. K. Aggarwal -- Tools and techniques for streaming data : an overview / K. Saranya, S. Chellammal and Pethuru Raj Chelliah -- An ontology-based IR for health care / J.P. Patra, Gurudatta Verma and Sumitra Samal.
"With the advancements of semantic web, ontology has become the crucial mechanism for representing concepts in varied 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 demands effective ontology-based information retrieval approaches for clinical information systems. Further, Information Retrieval (IR) since its inception has matured into an established mechanism for facilitating fast and relevant information retrieval. However, mining relevant information from large amount of distributed data demands understanding the semantics of the desired information using ontology"--
9781119641391 111964139X 9781119641384 1119641381 9781119641360 1119641365
2020027418
Information storage and retrieval systems--Medical care.
Medical informatics.
Health services administration--Data processing.
Ontologies (Information retrieval)
Querying (Computer science)
Internet of things.
Machine learning.
Electronic books.
R858
610.285