In support of interoperability: A laboratory perspective

J Rychert - International Journal of Laboratory Hematology, 2023 - Wiley Online Library
Abstract Healthcare in the United States has become increasingly digital since the passage
of the HITECH Act in 2009. As a result, there is a growing need to optimize healthcare IT to …

[HTML][HTML] Toward high-quality real-world laboratory data in the era of healthcare big data

S Kim, WK Min - Annals of Laboratory Medicine, 2025 - synapse.koreamed.org
Abstract With Industry 4.0, big data and artificial intelligence have become paramount in the
field of medicine. Electronic health records, the primary source of medical data, are not …

Enhancing real world data interoperability in healthcare: A methodological approach to laboratory unit harmonization

AM Monjas, DR Ruiz, DP Del Rey… - International Journal of …, 2025 - Elsevier
Objective The primary aim of this study is to address the critical issue of non-standardized
units in clinical laboratory data, which poses significant challenges to data interoperability …

[HTML][HTML] Laboratory Data as a Potential Source of Bias in Healthcare Artificial Intelligence and Machine Learning Models

HS Luu - Annals of Laboratory Medicine, 2025 - synapse.koreamed.org
Artificial intelligence (AI) and machine learning (ML) are anticipated to transform the practice
of medicine. As one of the largest sources of digital data in healthcare, laboratory results can …

Assessing the harmonization of structured electronic health record data to reference terminologies and data completeness through data provenance

K Marsolo, L Curtis, L Qualls, J Xu… - Learning Health …, 2024 - Wiley Online Library
Introduction (1) Assess the harmonization of structured electronic health record data
(laboratory results and medications) to reference terminologies and characterize the severity …

Analysis of laboratory data transmission between two healthcare institutions using a widely used point-to-point health information exchange platform: a case report

HS Luu, WS Campbell, RA Cholan, ME Edgerton… - JAMIA …, 2024 - academic.oup.com
Objective The objective was to identify information loss that could affect clinical care in
laboratory data transmission between 2 health care institutions via a Health Information …

[HTML][HTML] Gaps and Similarities in Research Use LOINC Codes Utilized in Korean University Hospitals: Towards Semantic Interoperability for Patient Care

K Park, MS Kim, YJ Oh, JH Rim, S Yu, H Ryu… - Journal of Korean …, 2024 - jkms.org
Background The accuracy of Logical Observation Identifiers Names and Codes (LOINC)
mappings is reportedly low, and the LOINC codes used for research purposes in Korea have …

[PDF][PDF] Analysis of laboratory data transmission between two healthcare institutions using a widely used point-to-point health information exchange platform: a case …

ME Edgerton, MBA Andrea Englund, A Keller, ED Korte… - 2024 - researchgate.net
Objective: The objective was to identify information loss that could affect clinical care in
laboratory data transmission between 2 health care institutions via a Health Information …

[PDF][PDF] Epigenetic Regulation of the Expression of T Cell Stimulatory and Inhibitory Factors by Histone H3 Lysine Modification Enzymes and Its Prognostic Roles in …

SH Lee, SH Kim, TM Nam, JH Jang, KH Kim, YS Lee… - J Korean Med Sci, 2023 - jkms.org
Background: This study aimed to identify the specific T cell co-stimulatory and co-inhibitory
factors that play prognostic roles in patients with glioblastoma. Additionally, the unique …