INTEGRATION OF MEDICAL INFORMATION SYSTEMS: ARCHITECTURAL ANALYSIS AND ONTOLPGU-BASED APPROACH TO COMPATIBILITY TESTING
DOI:
https://doi.org/10.30890/2567-5273.2025-38-01-026Keywords:
healthcare information systems, appointment scheduling, REST API, ontology, component compatibility, contract testing, fuzzy logic, user profiles, EHR integration, test automation, decision-making, ontological approachAbstract
This paper presents an architectural approach to designing a medical appointment module within healthcare information systems, with a focus on unified user modeling, integration stability, and automated component compatibility testing. The proposed modelMetrics
References
Antoniou P.E., Chondrokostas E., Bratsas Ch., Filippidis P.-M., Bamidis P.D. A Medical Ontology Informed User Experience Taxonomy to Support Co-creative Workflows for Authoring Mixed Reality Medical Education Spaces // 7th International Conference of the Immersive Learning Research Network (iLRN). – 2021. – DOI: 10.23919/iLRN52045.2021.9459388.
Fajrin H.R., Pramudya T., Supriyadi K. The Development of a Medical Equipment Inventory Information System // 2024 IEEE International Conference on Artificial Intelligence and Mechatronics Systems (AIMS). – 2024. – DOI: 10.1109/AIMS61812.2024.10512877.
Deebak B.D., Al-Turjman F. Smart Mutual Authentication Protocol for Cloud Based Medical Healthcare Systems Using Internet of Medical Things // IEEE Journal on Selected Areas in Communications. – 2021. – Т. 39. – № 2. – DOI: 10.1109/JSAC.2020.3020599.
Wiebelitz L., Schmid P., Maier T., Volkwein M. Designing User-friendly Medical AI Applications – Methodical Development of User-centered Design Guidelines // 2022 IEEE International Conference on Digital Health (ICDH). – 2022. – DOI: 10.1109/ICDH55609.2022.00011.
Romero M.M., Vázquez Naya J.M., Pereira Loureiro J., Ezquerra N. Ontology Alignment Techniques // University of A Coruña; Georgia Institute of Technology. – [Електронний ресурс]. – Режим доступу: https://www.researchgate.net/profile/Marcos-Martinez-Romero/publication/236145047_Ontology_alignment_techniques/links/02e7e52fa85b85bba2000000/Ontology-alignment-techniques.pdf, вільний.
Желдак Т.А., Коряшкіна Л.С., Ус С.А. Нечіткі множини в системах управління та прийняття рішень: навч. посібник. – Дніпро: НТУ «Дніпровська політехніка», 2020. – УДК 510.644.4:004.8:519.816.
Postman. 2024 State of the API Report [Електронний ресурс]. – Режим доступу: https://voyager.postman.com/doc/postman-state-of-the-api-report-2024.pdf, вільний. – Дата звернення: [17.04.2025].
Postman. 2023 State of the API Report [Електронний ресурс]. – Режим доступу: https://www.postman.com/state-of-api/api-global-growth/#api-global-growth, вільний. – Дата звернення: [17.04.2025].
Protégé Project. Reasoner Preferences. Protégé 5 Documentation [Електронний ресурс]. – Режим доступу: https://protegeproject.github.io/protege/preferences/reasoner/, вільний.
World Wide Web Consortium (W3C). Shapes Constraint Language (SHACL) [Електронний ресурс] / W3C Recommendation, 20 July 2017. – Режим доступу: https://www.w3.org/TR/shacl/, вільний. – Дата звернення: [10.04.2025].
Демиденко М.А. Системи підтримки прийняття рішень: навч. посіб. – Дніпро: Нац. гірн. ун-т, 2016. – [Електронний ресурс]. – Режим доступу: http://kist.ntu.edu.ua/textPhD/sppr2.pdf, вільний. – Дата звернення: [15.04.2025].
Metridev. Quality Gates: Everything You Need to Know [Електронний ресурс]. – Режим доступу: https://www.metridev.com/metrics/quality-gates-everything-you-need-to-know/, вільний. – Дата звернення: [12.04.2025].
Басюк Т.М., Досин Д.Г., Литвин В.В. Онтологічний інжиніринг: навч. посіб. – Львів: Національний університет «Львівська політехніка», 2016..
Ouali I., Ghozzi F., Taktak R., Hadj Sassi M.S. Ontology Alignment using Stable Matching // Proceedings of the 23rd International Conference on Knowledge-Based and Intelligent Information & Engineering Systems. – Procedia Computer Science, 2019. – Vol. 159. – P. 746–755. – DOI: 10.1016/j.procs.2019.09.230.
E. Triantaphyllou, B. Shu, S. Nieto Sanchez, and T. Ray. Multi-criteria decision making: An operations research approach // Encyclopedia of Electrical and Electronics Engineering / ed. by J.G. Webster. – New York: John Wiley & Sons, 1998. – Vol. 15. – P. 175–186.
References
Antoniou P.E., Chondrokostas E., Bratsas Ch., Filippidis P.-M., Bamidis P.D. A Medical Ontology Informed User Experience Taxonomy to Support Co-creative Workflows for Authoring Mixed Reality Medical Education Spaces // 7th International Conference of the Immersive Learning Research Network (iLRN). – 2021. – DOI: 10.23919/iLRN52045.2021.9459388.
Fajrin H.R., Pramudya T., Supriyadi K. The Development of a Medical Equipment Inventory Information System // 2024 IEEE International Conference on Artificial Intelligence and Mechatronics Systems (AIMS). – 2024. – DOI: 10.1109/AIMS61812.2024.10512877.
Deebak B.D., Al-Turjman F. Smart Mutual Authentication Protocol for Cloud Based Medical Healthcare Systems Using Internet of Medical Things // IEEE Journal on Selected Areas in Communications. – 2021. – Т. 39. – № 2. – DOI: 10.1109/JSAC.2020.3020599.
Wiebelitz L., Schmid P., Maier T., Volkwein M. Designing User-friendly Medical AI Applications – Methodical Development of User-centered Design Guidelines // 2022 IEEE International Conference on Digital Health (ICDH). – 2022. – DOI: 10.1109/ICDH55609.2022.00011.
Romero M.M., Vázquez Naya J.M., Pereira Loureiro J., Ezquerra N. Ontology Alignment Techniques // University of A Coruña; Georgia Institute of Technology. – [Electronic resource]. – Available at: https://www.researchgate.net/profile/Marcos-Martinez-Romero/publication/236145047_Ontology_alignment_techniques/links/02e7e52fa85b85bba2000000/Ontology-alignment-techniques.pdf, вільний.
Zheldak T.A., Koryashkina L.S., Us S.A. Fuzzy Sets in Control Systems and Decision Making: Textbook. – Dnipro: NTU "Dniprovska Politechnika", 2020. – УДК 510.644.4:004.8:519.816.
Postman. 2024 State of the API Report [Electronic resource]. – Available at: https://voyager.postman.com/doc/postman-state-of-the-api-report-2024.pdf, free access. – Accessed: [17.04.2025].
Postman. 2023 State of the API Report [Electronic resource]. – Available at: https://www.postman.com/state-of-api/api-global-growth/#api-global-growth, free access. – Accessed: [17.04.2025].
Protégé Project. Reasoner Preferences. Protégé 5 Documentation [Electronic resource]. – Available at: https://protegeproject.github.io/protege/preferences/reasoner/, free access.
World Wide Web Consortium (W3C). Shapes Constraint Language (SHACL) [Electronic resource] / W3C Recommendation, 20 July 2017. – Available at: https://www.w3.org/TR/shacl/, free access. – Accessed: [10.04.2025].
Demydenko M.A. Decision Support Systems: Textbook. – Dnipro: National Mining University, 2016. – [Electronic resource]. – Available at: http://kist.ntu.edu.ua/textPhD/sppr2.pdf, free access. – Accessed: [15.04.2025].
Metridev. Quality Gates: Everything You Need to Know [Electronic resource]. – Available at: https://www.metridev.com/metrics/quality-gates-everything-you-need-to-know/, free access. – Accessed: [12.04.2025].
Basiuk T.M., Dosyn D.H., Lytvyn V.V. Ontological Engineering: Textbook. – Lviv: Lviv Polytechnic National University, 2016.
Ouali I., Ghozzi F., Taktak R., Hadj Sassi M.S. Ontology Alignment using Stable Matching // Proceedings of the 23rd International Conference on Knowledge-Based and Intelligent Information & Engineering Systems. – Procedia Computer Science, 2019. – Vol. 159. – P. 746–755. – DOI: 10.1016/j.procs.2019.09.230.
E. Triantaphyllou, B. Shu, S. Nieto Sanchez, and T. Ray. Multi-criteria decision making: An operations research approach // Encyclopedia of Electrical and Electronics Engineering / ed. by J.G. Webster. – New York: John Wiley & Sons, 1998. – Vol. 15. – P. 175–186.
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