Ontology-based information retrieval for healthcare systems
tarafından
 
Jain, Vishal, 1983- editor.

Başlık
Ontology-based information retrieval for healthcare systems

Yazar
Jain, Vishal, 1983- editor.

ISBN
9781119641391
 
9781119641384
 
9781119641360

Fiziksel Tanımlama
1 online resource

İçerik
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.

Özet
"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"-- Provided by publisher

Notlar
John Wiley and Sons

Konu Terimleri
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.
 
Machine Learning
 
Médecine -- Informatique.
 
Services de santé -- Administration -- Informatique.
 
Ontologies (Recherche de l'information)
 
Bases de données -- Interrogation.
 
Internet des objets.
 
Apprentissage automatique.
 
online searching.
 
Data Mining.
 
Databases.
 
COMPUTERS.
 
Health services administration -- Data processing
 
Information storage and retrieval systems -- Medical care
 
Internet of things
 
Medical informatics

Tür
Electronic books.

Yazar Ek Girişi
Jain, Vishal, 1983-
 
Wason, Ritika, 1982-
 
Chatterjee, Jyotir Moy,
 
Le, Dac-Nhuong, 1983-

Elektronik Erişim
https://onlinelibrary.wiley.com/doi/book/10.1002/9781119641391


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