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doctoral thesis
System model for integration of wearable smart device data into a central health information system
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2023. urn:nbn:hr:168:378508
Koren, Ana
University of Zagreb
Faculty of Electrical Engineering and Computing
Department of Electrical Engineering Fundamentals and Measurements

Institutional repository: FER Repository

Cite this document

Koren, A. (2023). System model for integration of wearable smart device data into a central health information system (Doctoral thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:378508

Koren, Ana. "System model for integration of wearable smart device data into a central health information system." Doctoral thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2023. https://urn.nsk.hr/urn:nbn:hr:168:378508

Koren, Ana. "System model for integration of wearable smart device data into a central health information system." Doctoral thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2023. https://urn.nsk.hr/urn:nbn:hr:168:378508

Koren, A. (2023). 'System model for integration of wearable smart device data into a central health information system', Doctoral thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 02 August 2024, https://urn.nsk.hr/urn:nbn:hr:168:378508

Koren A. System model for integration of wearable smart device data into a central health information system [Doctoral thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2023 [cited 2024 August 02] Available at: https://urn.nsk.hr/urn:nbn:hr:168:378508

A. Koren, "System model for integration of wearable smart device data into a central health information system", Doctoral thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2023. Available at: https://urn.nsk.hr/urn:nbn:hr:168:378508

Metadata
TitleSystem model for integration of wearable smart device data into a central health information system
Title (croatian)Model sustava za prihvat mjernih podataka nosivih pametnih uređaja u središnji zdravstveni informacijski sustav
AuthorAna Koren
MentorMarko Jurčević (mentor)
Committee memberKrešimir Fertalj (predsjednik povjerenstva)
Committee memberDarko Huljenić (član povjerenstva)
Committee memberRamjee Prasad (član povjerenstva)
VIAF: 81669203
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
(Department of Electrical Engineering Fundamentals and Measurements)
Zagreb
Defense date and country2023, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Universal decimal classification
(UDC)		004 - Computer science and technology. Computing. Data processing
Abstract
The area of research is related to the issue of including personalized health data collected via the Internet of Medical Things (IoMT) devices, such as personal tracking devices, into the Electronic Health Record (EHR) that today constitutes part of the central health information systems of most European countries. In order for the collected data to be used in EHR, it is necessary to guarantee its quality and inviolability. Therefore, data cleaning and processing is necessary. As part of the scientific work, a comparison of different models of health data cleaning has been performed. A method for optimizing selected models of data cleaning and data transformation with the aim of improving accuracy and precision has been proposed. Furthermore, data compliance with existing standards and regulations must be ensured, which has been achieved by defining semantic constraints and validation processes via a schematron, a structural schema expressed in XML. Finally, these components were integrated as modules into a central health system model that would allow the use of IoMT data in EHR.
Abstract (croatian)
Područje istraživanja povezano je s pitanjem uključivanja personaliziranih zdravstvenih podataka prikupljenih putem uređaja Internet of Medical Things (IoMT), poput osobnih uređaja za praćenje, u elektronički zdravstveni karton (EHR) koji danas čini dio središnjeg zdravstvenog informacijski sustavi većine europskih zemalja. Kako bi se prikupljeni podaci mogli koristiti u EHR-u, potrebno je jamčiti njihovu kvalitetu i nepovredivost. Stoga je potrebno čišćenje i obrada podataka. U sklopu znanstvenog rada provedena je usporedba različitih modela čišćenja zdravstvenih podataka. Predložena je metoda optimizacije odabranih modela čišćenja i transformacije podataka s ciljem povećanja točnosti i preciznosti. Nadalje, mora se osigurati usklađenost podataka s postojećim standardima i propisima, što je postignuto definiranjem semantičkih ograničenja i procesa validacije putem shematrona, strukturne sheme izražene u XML-u. Konačno, te su komponente integrirane kao moduli u model središnjeg zdravstvenog sustava koji bi omogućio korištenje IoMT podataka u EHR-u
Keywords
Keywords (croatian)
Languageenglish
URN:NBNurn:nbn:hr:168:378508
Study programmeTitle: Computer Science
Study programme type: university
Study level: postgraduate
Academic / professional title: Doktor znanosti (Doktor znanosti)
Catalog URLhttps://publib.fer.hr/cgi-bin/koha/opac-detail.pl?biblionumber=54429
Type of resourceText
Extent149 str.
File originBorn digital
Access conditionsOpen access
Terms of useLicence In copyright icon
Created on2024-05-03 07:15:39