A scalable approach for critical care data extraction and analysis in an academic medical center

•A process and workflow for obtaining electronic health records for secondary use is introduced and typical pre-preprocessing steps are discussed.•The Critical Care Information System is an object-oriented database allowing efficient search and data retrieval with the presented algorithm.•The proces...

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Vydané v:	International journal of medical informatics (Shannon, Ireland) Ročník 192; s. 105611
Hlavní autori:	Daniel Boie, Sebastian, Meyer-Eschenbach, Falk, Schreiber, Fabian, Giesa, Niklas, Barrenetxea, Jon, Guinemer, Camille, Haufe, Stefan, Krämer, Michael, Brunecker, Peter, Prasser, Fabian, Balzer, Felix
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Ireland Elsevier B.V 01.12.2024
Predmet:	Data lake infrastructure Data retrieval Electronic health records Retrospective cohort studies Secondary use of clinical routine data Data retrieval Retrospective cohort studies Secondary use of clinical routine data Electronic health records Data lake infrastructure
ISSN:	1386-5056, 1872-8243, 1872-8243
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