Developing cardiac electrophysiology ontology: Moving towards data harmonization and integration
سال انتشار: 1399
نوع سند: مقاله ژورنالی
زبان: انگلیسی
مشاهده: 141
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شناسه ملی سند علمی:
JR_IJIMI-9-1_016
تاریخ نمایه سازی: 30 مرداد 1401
چکیده مقاله:
Introduction: Cardiac electrophysiology (EP) studies the electrical heart conduction system which is used for diagnosis and treatment of cardiac arrhythmias. In this context, a huge amount of data is generated, requiring efficient and effective access, interpretation, and data analysis from multiple sources in a unified view. To resolve this challenge, this paper presents an ontology to reconcile data heterogeneity problems in this domain.Material and Methods: The cardiac EP ontology was constructed according to the life cycle of ontology building. Structural, functional, and expert evaluation was performed to ensure its quality and usability.Results: Cardiac EP ontology was developed using protégé environment and implemented in OWL editing tool. It presented a detailed hierarchical structure of the cardiac EP domain with around ۳۲۴ instances describing cardiac EP-related concepts.Conclusion: Cardiac EP ontology provides an explicit formal description of the concepts, relationships, and properties associated with cardiac electrophysiology making seamless data integration between multiple heterogeneous databases. It also is a useful framework for knowledge representation in knowledge-based systems, as well as for explicit communication between experts in the EP domain.
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نویسندگان
Hadi Kazemi-Arpanahi
Assistant Professor, Department of Health Information Technology, Abadan School of Medical Sciences, Abadan, Iran
Mostafa Shanbehzadeh
Assistant Professor, Department of Health Information Technology, School of Allied Medical Sciences, Ilam University of Medical Sciences, Ilam, Iran
Saeed Jelvay
MSc in Health Information Technology, Department of Health Information Technology, Abadan School of Medical Sciences, Abadan, Iran
Hassan Bostan
MSc in Health Information Technology, Department of Health Information Technology, Abadan School of Medical Sciences, Abadan, Iran