Ontology-Based Information Retrieval for Healthcare Systems

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Jain, Vishal
Otros Autores: Wason, Ritika, Chatterjee, Jyotir Moy, Le, Dac-Nhuong
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Newark : John Wiley & Sons, Incorporated, 2020.
Temas:
Health services administration > Data processing.
Information storage and retrieval systems > Medical care.
Medical informatics.
Services de santé > Administration > Informatique.
Médecine > Informatique.
Health services administration > Data processing
Information storage and retrieval systems > Medical care
Medical informatics
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Cover
  • Title Page
  • Copyright Page
  • Contents
  • Preface
  • Acknowledgment
  • Chapter 1 Role of Ontology in Health Care
  • 1.1 Introduction
  • 1.2 Ontology in Diabetes
  • 1.2.1 Ontology Process
  • 1.2.2 Impediments of the Present Investigation
  • 1.3 Role of Ontology in Cardiovascular Diseases
  • 1.4 Role of Ontology in Parkinson Diseases
  • 1.4.1 The Spread of Disease With Age and Onset of Disease
  • 1.4.2 Cost of PD for Health Care, Household
  • 1.4.3 Treatment and Medicines
  • 1.5 Role of Ontology in Depression
  • 1.6 Conclusion
  • 1.7 Future Scope
  • References
  • Chapter 2 A Study on Basal Ganglia Circuit and Its Relation With Movement Disorders
  • 2.1 Introduction
  • 2.2 Anatomy and Functioning of Basal Ganglia
  • 2.2.1 The Striatum-Major Entrance to Basal Ganglia Circuitry
  • 2.2.2 Direct and Indirect Striatofugal Projections
  • 2.2.3 The STN: Another Entrance to Basal Ganglia Circuitry
  • 2.3 Movement Disorders
  • 2.3.1 Parkinson Disease
  • 2.3.2 Dyskinetic Disorder
  • 2.3.3 Dystonia
  • 2.4 Effect of Basal Ganglia Dysfunctioning on Movement Disorders
  • 2.5 Conclusion and Future Scope
  • References
  • Chapter 3 Extraction of Significant Association Rules Using Preand Post-Mining Techniques-An Analysis
  • 3.1 Introduction
  • 3.2 Background
  • 3.2.1 Interestingness Measures
  • 3.2.2 Pre-Mining Techniques
  • 3.2.2.1 Candidate Set Reduction Schemes
  • 3.2.2.2 Optimal Threshold Computation Schemes
  • 3.2.2.3 Weight-Based Mining Schemes
  • 3.2.3 Post-Mining Techniques
  • 3.2.3.1 Rule Pruning Schemes
  • 3.2.3.2 Schemes Using Knowledge Base
  • 3.3 Methodology
  • 3.3.1 Data Preprocessing
  • 3.3.2 Pre-Mining
  • 3.3.2.1 Pre-Mining Technique 1: Optimal Support and Confidence Threshold Value Computation Using PSO
  • 3.3.2.2 Pre-Mining Technique 2: Attribute Weight Computation Using IG Measure
  • 3.3.3 Association Rule Generation
  • 3.3.3.1 ARM Preliminaries
  • 3.3.3.2 WARM Preliminaries
  • 3.3.4 Post-Mining
  • 3.3.4.1 Filters
  • 3.3.4.2 Operators
  • 3.3.4.3 Rule Schemas
  • 3.4 Experiments and Results
  • 3.4.1 Parameter Settings for PSO-Based Pre-Mining Technique
  • 3.4.2 Parameter Settings for PAW-Based Pre-Mining Technique
  • 3.5 Conclusions
  • References
  • Chapter 4 Ontology in Medicine as a Database Management System
  • 4.1 Introduction
  • 4.1.1 Ontology Engineering and Development Methodology
  • 4.2 Literature Review on Medical Data Processing
  • 4.3 Information on Medical Ontology
  • 4.3.1 Types of Medical Ontology
  • 4.3.2 Knowledge Representation
  • 4.3.3 Methodology of Developing Medical Ontology
  • 4.3.4 Medical Ontology Standards
  • 4.4 Ontologies as a Knowledge-Based System
  • 4.4.1 Domain Ontology in Medicine
  • 4.4.2 Brief Introduction of Some Medical Standards
  • 4.4.2.1 Medical Subject Headings (MeSH)

Ejemplares similares