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; Blanco, Albert; Brouwer, Nannette; Canalias, Francesca; Cobbaert, Christa; Thelen, Marc; den Elzen, Wendy

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

dc.contributor.author	Martinez-Sanchez, Luisa
dc.contributor.author	Marques-Garcia, Fernando
dc.contributor.author	Blanco, Albert
dc.contributor.author	Brouwer, Nannette
dc.contributor.author	Canalias, Francesca
dc.contributor.author	Cobbaert, Christa
dc.contributor.author	Thelen, Marc
dc.contributor.author	den Elzen, Wendy
dc.contributor.buuauthor	Özarda, Yeşim
dc.contributor.buuauthor	ÖZARDA, YEŞİM
dc.contributor.department	Bursa Uludağ Üniversitesi/Tıp Fakültesi/Tıbbi Biyokimya Anabilim Dalı.
dc.date.accessioned	2024-10-14T11:44:04Z
dc.date.available	2024-10-14T11:44:04Z
dc.date.issued	2021-03-10
dc.description.abstract	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.
dc.identifier.doi	10.1515/almed-2020-0034
dc.identifier.endpage	16
dc.identifier.issue	1
dc.identifier.startpage	9
dc.identifier.uri	https://doi.org/10.1515/almed-2020-0034
dc.identifier.uri	https://hdl.handle.net/11452/46373
dc.identifier.volume	2
dc.identifier.wos	000920770900002
dc.indexed.wos	WOS.ESCI
dc.language.iso	en
dc.publisher	Walter De Gruyter Gmbh
dc.relation.journal	Advances In Laboratory Medicine-avances En Medicina De Laboratorio
dc.relation.publicationcategory	Makale - Uluslararası Hakemli Dergi
dc.rights	info:eu-repo/semantics/closedAccess
dc.subject	Laboratory reference limits
dc.subject	Reference values
dc.subject	Patient data
dc.subject	Recommendation
dc.subject	Bhattacharya
dc.subject	Blood
dc.subject	Plea
dc.subject	Big data
dc.subject	Indirect methods
dc.subject	Reference intervals
dc.subject	Science & technology
dc.subject	Life sciences & biomedicine
dc.subject	Medical laboratory technology
dc.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
dc.type	Review
dspace.entity.type	Publication
relation.isAuthorOfPublication	1111229a-0410-49b6-8adb-abe9f0549900
relation.isAuthorOfPublication.latestForDiscovery	1111229a-0410-49b6-8adb-abe9f0549900