Big data and reference intervals: rationale, current practices, harmonization and standardization prerequisites and future perspectives of indirect determination of reference intervals using routine data

Reference intervals are commonly used as a decision-making tool. In this review, we provide an overview on “big data” and reference intervals, describing the rationale, current practices including statistical methods, essential prerequisites concerning data quality, including harmonization and stand...

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Autores principales: Martinez-Sanchez, Luisa, Marques-Garcia, Fernando, Ozarda, Yesim, Blanco, Albert, Brouwer, Nannette, Canalias, Francesca, Cobbaert, Christa, Thelen, Marc, den Elzen, Wendy
Formato: Online Artículo Texto
Lenguaje:English
Publicado: De Gruyter 2020
Materias:
Review
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10197285/
https://www.ncbi.nlm.nih.gov/pubmed/37359198
http://dx.doi.org/10.1515/almed-2020-0034
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author Martinez-Sanchez, Luisa
Marques-Garcia, Fernando
Ozarda, Yesim
Blanco, Albert
Brouwer, Nannette
Canalias, Francesca
Cobbaert, Christa
Thelen, Marc
den Elzen, Wendy
author_facet Martinez-Sanchez, Luisa
Marques-Garcia, Fernando
Ozarda, Yesim
Blanco, Albert
Brouwer, Nannette
Canalias, Francesca
Cobbaert, Christa
Thelen, Marc
den Elzen, Wendy
author_sort Martinez-Sanchez, Luisa
collection PubMed
description Reference intervals are commonly used as a decision-making tool. In this review, we provide an overview on “big data” and reference intervals, describing the rationale, current practices including statistical methods, essential prerequisites concerning data quality, including harmonization and standardization, and future perspectives of the indirect determination of reference intervals using routine laboratory data.
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spelling pubmed-101972852023-06-23 Big data and reference intervals: rationale, current practices, harmonization and standardization prerequisites and future perspectives of indirect determination of reference intervals using routine data Martinez-Sanchez, Luisa Marques-Garcia, Fernando Ozarda, Yesim Blanco, Albert Brouwer, Nannette Canalias, Francesca Cobbaert, Christa Thelen, Marc den Elzen, Wendy Adv Lab Med Review Reference intervals are commonly used as a decision-making tool. In this review, we provide an overview on “big data” and reference intervals, describing the rationale, current practices including statistical methods, essential prerequisites concerning data quality, including harmonization and standardization, and future perspectives of the indirect determination of reference intervals using routine laboratory data. De Gruyter 2020-08-08 /pmc/articles/PMC10197285/ /pubmed/37359198 http://dx.doi.org/10.1515/almed-2020-0034 Text en © 2020 Luisa Martinez-Sanchez et al., published by De Gruyter, Berlin/Boston https://creativecommons.org/licenses/by/4.0/This work is licensed under the Creative Commons Attribution 4.0 International License.
spellingShingle Review
Martinez-Sanchez, Luisa
Marques-Garcia, Fernando
Ozarda, Yesim
Blanco, Albert
Brouwer, Nannette
Canalias, Francesca
Cobbaert, Christa
Thelen, Marc
den Elzen, Wendy
Big data and reference intervals: rationale, current practices, harmonization and standardization prerequisites and future perspectives of indirect determination of reference intervals using routine data
title Big data and reference intervals: rationale, current practices, harmonization and standardization prerequisites and future perspectives of indirect determination of reference intervals using routine data
title_full Big data and reference intervals: rationale, current practices, harmonization and standardization prerequisites and future perspectives of indirect determination of reference intervals using routine data
title_fullStr Big data and reference intervals: rationale, current practices, harmonization and standardization prerequisites and future perspectives of indirect determination of reference intervals using routine data
title_full_unstemmed Big data and reference intervals: rationale, current practices, harmonization and standardization prerequisites and future perspectives of indirect determination of reference intervals using routine data
title_short Big data and reference intervals: rationale, current practices, harmonization and standardization prerequisites and future perspectives of indirect determination of reference intervals using routine data
title_sort big data and reference intervals: rationale, current practices, harmonization and standardization prerequisites and future perspectives of indirect determination of reference intervals using routine data
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10197285/
https://www.ncbi.nlm.nih.gov/pubmed/37359198
http://dx.doi.org/10.1515/almed-2020-0034
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