Naslov
Concept-Level Model of Integrated Syntax and Semantic Validation for Internet of Medical Things Data

Autori
Koren, Ana ; Jurcevic, Marko

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
2021 IEEE 15th International Conference on Semantic Computing (ICSC) / - : Institute of Electrical and Electronics Engineers (IEEE), 2021, 207-210

Skup
IEEE 15th International Conference on Semantic Computing (ICSC 2021)

Mjesto i datum
Laguna Hills (CA), Sjedinjene Američke Države, 27.01.2021. - 29.01.2021

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Central Health Information System ; Electronic Health Record ; EHR ; eHealth Services ; Healthcare Standards ; Medical Data ; FHIR ; HL7

Sažetak
Integrating personal health data into a central medical information system is met with various challenges. Medical data is a critical and highly sensitive resource. Data quality problems can occur at various phases, such as collection of sensor data or its processing. Thus, in order to remedy threats to persons' health and security due to faulty data, syntax verification and semantic validation of medical data is a vital step. Furthermore, the communication must be in line with international standards and regulations and data structure definition (DSD) must be ensured. In order to operate with vastly diverse personal health data, semantic constraints specification is needed. To achieve this, a schematron-based validation tool will be integrated as a module into a larger data cleaning and processing system which ensures the quality of data and its compliance to the existing standards and regulations.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo

POVEZANOST RADA