Nasiri, Sara: Dynamic knowledge assets management to interactive problem solving and sustained learning : a collaborative CBR system in chronic and palliative care. 2018
Inhalt
- Acknowledgements
- Abstract
- Zusammenfassung
- Table of contents
- List of figures
- List of tables
- List of Abbreviations
- 1 Introduction
- 1.1 Motivation
- 1.2 Problem statement and research goals
- 1.3 The main contribution of thesis
- 1.4 Overview of the methodology chosen
- 1.5 Overview of thesis and structure of the work
- 1.6 Publications of the thesis
- 1.7 Submitted publications:
- 2 Background and technical review
- 2.1 Experimental survey
- 2.2 Dynamic knowledge assets management
- 2.2.1 Knowledge management reinforces change management
- 2.2.2 Dynamics of knowledge assets
- 2.2.3 Knowledge management system enriches DKAM
- 2.3 An integrated, knowledge-based e-health
- 2.3.1 EHR data management
- 2.3.2 EHR enriched by networks data
- 2.3.3 EHR interoperability and dynamic knowledge assets
- 2.4 Problem solving and CBR
- 2.5 Chapter conclusion
- 3 System overview and architecture
- 3.1 Conceptual model
- 3.2 DePicT concept
- 3.3 DePicT CLASS concept
- 3.4 Case representation
- 3.5 Case retrieval
- 3.5.1 Visual information from image representation
- 3.5.2 Strength of word associations between disease, symptoms, and drugs
- 3.5.3 Local similarity measures
- 3.5.4 Global similarity measure
- 3.6 Case adaptation
- 3.7 Case retain
- 3.8 Chapter conclusion
- 4 Applications domain and development
- 4.1 Dementia and ICF framework
- 4.2 DePicT Dementia CLASS
- 4.2.1 Calculation of DePicT CLASS retrieval
- 4.2.2 Comparison of retrieval-only and adapted references
- 4.2.3 Calculation of ontological retrieval
- 4.2.4 Calculation of advanced fuzzy retrieval
- 4.2.5 Experimental results and validation-dementia
- 4.3 Melanomic skin cancers
- 4.4 DePicT Melanoma CLASS
- 4.4.1 DePicT Profile Matrix of melanoma
- 4.4.2 Image processing and classification
- 4.4.3 Tools and dataset
- 4.4.4 Experimental results and validation-melanoma
- 4.5 Chapter conclusion
- 5 Conclusion and future works
- References
- Appendix A Experimental survey results
- Appendix B Medical CBR Systems from 1988 to the present
- Appendix C Reference books, papers and sample tests
- Appendix D ICF Code results for patients with Alzheimer’s disease
- Appendix E Screenshots of the applications