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Harmonization and standardization of data for a pan-European cohort on SARS- CoV-2 pandemic.

Authors :
Rinaldi, Eugenia
Stellmach, Caroline
Rajkumar, Naveen Moses Raj
Caroccia, Natascia
Dellacasa, Chiara
Giannella, Maddalena
Guedes, Mariana
Mirandola, Massimo
Scipione, Gabriella
Tacconelli, Evelina
Thun, Sylvia
Source :
NPJ Digital Medicine; 6/14/2022, Vol. 5 Issue 1, p1-13, 13p
Publication Year :
2022

Abstract

The European project ORCHESTRA intends to create a new pan-European cohort to rapidly advance the knowledge of the effects and treatment of COVID-19. Establishing processes that facilitate the merging of heterogeneous clusters of retrospective data was an essential challenge. In addition, data from new ORCHESTRA prospective studies have to be compatible with earlier collected information to be efficiently combined. In this article, we describe how we utilized and contributed to existing standard terminologies to create consistent semantic representation of over 2500 COVID-19-related variables taken from three ORCHESTRA studies. The goal is to enable the semantic interoperability of data within the existing project studies and to create a common basis of standardized elements available for the design of new COVID-19 studies. We also identified 743 variables that were commonly used in two of the three prospective ORCHESTRA studies and can therefore be directly combined for analysis purposes. Additionally, we actively contributed to global interoperability by submitting new concept requests to the terminology Standards Development Organizations. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
23986352
Volume :
5
Issue :
1
Database :
Complementary Index
Journal :
NPJ Digital Medicine
Publication Type :
Academic Journal
Accession number :
157432543
Full Text :
https://doi.org/10.1038/s41746-022-00620-x