Risk factors for adverse outcomes during mechanical ventilation of 1152 COVID-19 patients: a multice...
Risk factors for adverse outcomes during mechanical ventilation of 1152 COVID-19 patients: a multicenter machine learning study with highly granular data from the Dutch Data Warehouse
About this item
Full title
Author / Creator
Fleuren, Lucas M. , Tonutti, Michele , de Bruin, Daan P. , Lalisang, Robbert C. A. , Dam, Tariq A. , Gommers, Diederik , Cremer, Olaf L. , Bosman, Rob J. , Vonk, Sebastiaan J. J. , Fornasa, Mattia , Machado, Tomas , van der Meer, Nardo J. M. , Rigter, Sander , Wils, Evert-Jan , Frenzel, Tim , Dongelmans, Dave A. , de Jong, Remko , Peters, Marco , Kamps, Marlijn J. A. , Ramnarain, Dharmanand , Nowitzky, Ralph , Nooteboom, Fleur G. C. A. , de Ruijter, Wouter , Urlings-Strop, Louise C. , Smit, Ellen G. M. , Mehagnoul-Schipper, D. Jannet , Dormans, Tom , de Jager, Cornelis P. C. , Hendriks, Stefaan H. A. , Oostdijk, Evelien , Reidinga, Auke C. , Festen-Spanjer, Barbara , Brunnekreef, Gert , Cornet, Alexander D. , van den Tempel, Walter , Boelens, Age D. , Koetsier, Peter , Lens, Judith , Achterberg, Sefanja , Faber, Harald J. , Karakus, A. , Beukema, Menno , Entjes, Robert , de Jong, Paul , Houwert, Taco , Hovenkamp, Hidde , Noorduijn Londono, Roberto , Quintarelli, Davide , Scholtemeijer, Martijn G. , de Beer, Aletta A. , Cinà, Giovanni , Beudel, Martijn , de Keizer, Nicolet F. , Hoogendoorn, Mark , Girbes, Armand R. J. , Herter, Willem E. , Elbers, Paul W. G. , Thoral, Patrick J. and Dutch ICU Data Sharing Against COVID-19 Collaborators
Publisher
Cham: Springer International Publishing
Journal title
Language
English
Formats
Publication information
Publisher
Cham: Springer International Publishing
Subjects
More information
Scope and Contents
Contents
Background
The identification of risk factors for adverse outcomes and prolonged intensive care unit (ICU) stay in COVID-19 patients is essential for prognostication, determining treatment intensity, and resource allocation. Previous studies have determined risk factors on admission only, and included a limited number of predictors. Therefore, u...
Alternative Titles
Full title
Risk factors for adverse outcomes during mechanical ventilation of 1152 COVID-19 patients: a multicenter machine learning study with highly granular data from the Dutch Data Warehouse
Authors, Artists and Contributors
Author / Creator
Tonutti, Michele
de Bruin, Daan P.
Lalisang, Robbert C. A.
Dam, Tariq A.
Gommers, Diederik
Cremer, Olaf L.
Bosman, Rob J.
Vonk, Sebastiaan J. J.
Fornasa, Mattia
Machado, Tomas
van der Meer, Nardo J. M.
Rigter, Sander
Wils, Evert-Jan
Frenzel, Tim
Dongelmans, Dave A.
de Jong, Remko
Peters, Marco
Kamps, Marlijn J. A.
Ramnarain, Dharmanand
Nowitzky, Ralph
Nooteboom, Fleur G. C. A.
de Ruijter, Wouter
Urlings-Strop, Louise C.
Smit, Ellen G. M.
Mehagnoul-Schipper, D. Jannet
Dormans, Tom
de Jager, Cornelis P. C.
Hendriks, Stefaan H. A.
Oostdijk, Evelien
Reidinga, Auke C.
Festen-Spanjer, Barbara
Brunnekreef, Gert
Cornet, Alexander D.
van den Tempel, Walter
Boelens, Age D.
Koetsier, Peter
Lens, Judith
Achterberg, Sefanja
Faber, Harald J.
Karakus, A.
Beukema, Menno
Entjes, Robert
de Jong, Paul
Houwert, Taco
Hovenkamp, Hidde
Noorduijn Londono, Roberto
Quintarelli, Davide
Scholtemeijer, Martijn G.
de Beer, Aletta A.
Cinà, Giovanni
Beudel, Martijn
de Keizer, Nicolet F.
Hoogendoorn, Mark
Girbes, Armand R. J.
Herter, Willem E.
Elbers, Paul W. G.
Thoral, Patrick J.
Dutch ICU Data Sharing Against COVID-19 Collaborators
Identifiers
Primary Identifiers
Record Identifier
TN_cdi_doaj_primary_oai_doaj_org_article_02fac2c9c60242bebdd4de7e0fafb6d2
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_02fac2c9c60242bebdd4de7e0fafb6d2
Other Identifiers
ISSN
2197-425X
E-ISSN
2197-425X
DOI
10.1186/s40635-021-00397-5
