TY - JOUR
T1 - Similarity Analyzer for Semantic Interoperability of Electronic Health Records Using Artificial Intelligence (AI)
AU - Naveed, Arjmand
AU - Hu, Yim Fun
AU - Sigwele, Tshiamo
AU - Mohi-Ud-Din, Ghulam
AU - Susanto, Misfa
PY - 2019
Y1 - 2019
N2 - The introduction of Electronic Health Records (EHR) has opened possibilities for solving interoperability issues within the healthcare sector. However, even with the introduction of EHRs, healthcare systems like hospitals and pharmacies remain isolated with no sharing of EHRs due to semantic interoperability issues. This paper extends our previous work in which we proposed a framework that dealt with semantic interoperability and security of EHR. The extension is the proposal of a cloud-based similarity analyzer for data structuring, data mapping, data modeling and conflict removal using Word2vec Artificial Intelligence (AI) technique. Different types of conflicts are removed from data in order to model data into common data types which can be interpreted by different stakeholders
AB - The introduction of Electronic Health Records (EHR) has opened possibilities for solving interoperability issues within the healthcare sector. However, even with the introduction of EHRs, healthcare systems like hospitals and pharmacies remain isolated with no sharing of EHRs due to semantic interoperability issues. This paper extends our previous work in which we proposed a framework that dealt with semantic interoperability and security of EHR. The extension is the proposal of a cloud-based similarity analyzer for data structuring, data mapping, data modeling and conflict removal using Word2vec Artificial Intelligence (AI) technique. Different types of conflicts are removed from data in order to model data into common data types which can be interpreted by different stakeholders
U2 - https://doi.org/10.23960/jesr.v1i2.13
DO - https://doi.org/10.23960/jesr.v1i2.13
M3 - Article
VL - 1
SP - 53
EP - 58
JO - Journal of Engineering and Scientific Research
JF - Journal of Engineering and Scientific Research
SN - 2685-0338
IS - 2
ER -