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Ontology-based Approaches to Medical Data Integration (CROSBI ID 717019)

Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija

Obradovic, Ines ; Milicevic, Mario ; Vrdoljak, Boris ; Zubrinic, Krunoslav Ontology-based Approaches to Medical Data Integration // Proceedings of the 4th International Conference on Human Systems Engineering and Design (IHSED2021): Future Trends and Applications / Karwowski, Waldemar ; Ahram, Tareq ; Milicevic, Mario et al. (ur.). Dubrovnik: AHFE International, 2021. doi: 10.54941/ahfe1001110

Podaci o odgovornosti

Obradovic, Ines ; Milicevic, Mario ; Vrdoljak, Boris ; Zubrinic, Krunoslav

engleski

Ontology-based Approaches to Medical Data Integration

Medical data come in a variety of forms and are stored in different types of databases. Some are structured relational database stores, while others are semi-structured and unstructured, such as the emerging NoSQL data stores. A lot of valuable data can be found in the form of unstructured text, such as clinical notes and discharge letters. To analyze and discover hidden patterns and extract knowledge from the data, they should be integrated. In the field of medicine, many ontologies have been created to provide a common basis for information exchange and to improve semantic interoperability. In this paper, we provide an overview of ontology-based integration approaches for various sources of medical data. We also identify current challenges and provide directions for future research.

Medical data ; Ontologies ; Ontology-based data integration

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Podaci o prilogu

15

2021.

objavljeno

10.54941/ahfe1001110

Podaci o matičnoj publikaciji

Proceedings of the 4th International Conference on Human Systems Engineering and Design (IHSED2021): Future Trends and Applications

Karwowski, Waldemar ; Ahram, Tareq ; Milicevic, Mario ; Etinger, Darko ; Zubrinic, Krunoslav

Dubrovnik: AHFE International

978-1-7923-8987-0

Podaci o skupu

4th International Conference on Human Systems Engineering and Design: Future Trends and Applications (IHSED)

predavanje

23.09.2021-25.09.2021

Dubrovnik, Hrvatska

Povezanost rada

Informacijske i komunikacijske znanosti, Računarstvo

Poveznice