D
Danie Pretorius
Publications - 2
Citations - 202
Danie Pretorius is an academic researcher. The author has contributed to research in topics: Support vector machine & Internal medicine. The author has an hindex of 1, co-authored 1 publications receiving 155 citations.
Papers
More filters
Journal ArticleDOI
Effect of Haloperidol on Survival Among Critically Ill Adults With a High Risk of Delirium: The REDUCE Randomized Clinical Trial.
Mark van den Boogaard,Arjen J. C. Slooter,Roger J. M. Brüggemann,Lisette Schoonhoven,Lisette Schoonhoven,Lisette Schoonhoven,Albertus Beishuizen,J. Wytze Vermeijden,Danie Pretorius,Jan de Koning,Koen S. Simons,Paul J. W. Dennesen,Peter H. J. van der Voort,Saskia Houterman,J.G. van der Hoeven,Peter Pickkers,Margaretha C. E. van der Woude,Anna Besselink,Lieuwe S. Hofstra,Peter E. Spronk,Walter M. van den Bergh,Dirk W. Donker,Malaika Fuchs,Attila Karakus,M. Koeman,Mirella van Duijnhoven,Gerjon Hannink +26 more
TL;DR: Among critically ill adults at high risk of delirium, the use of prophylactic haloperidol compared with placebo did not improve survival at 28 days, and the findings do not support the use for reducing mortality in critically ill Adults.
Journal ArticleDOI
Predicting responders to prone positioning in mechanically ventilated patients with COVID-19 using machine learning
Tariq A. Dam,Luca F. Roggeveen,Fuda van Diggelen,Lucas M. Fleuren,Ameet R. Jagesar,M. Otten,Heder J de Vries,Diederik Gommers,Olaf L. Cremer,Robert J. Bosman,Sander Rigter,Evert-Jan Wils,Tim Frenzel,Dave A. Dongelmans,Remko de Jong,Marco A. A. Peters,Marlijn J. A. Kamps,D. Ramnarain,Ralph Nowitzky,Fleur Nooteboom,Wouter de Ruijter,Louise C Urlings-Strop,Ellen G. M. Smit,D.J. Mehagnoul-Schipper,T.C. Dormans,Cornelis P.C. de Jager,Stefaan H A Hendriks,Sefanja Achterberg,Evelien A. N. Oostdijk,Auke C Reidinga,B. Festen-Spanjer,G. Brunnekreef,Alexander D. Cornet,W. van den Tempel,Age D. Boelens,Peter Koetsier,Judith A Lens,Harald J Faber,Attila Karakus,Robert Entjes,P. de Jong,Thijs C D Rettig,Sesmu M. Arbous,S. Vonk,Tomas Machado,W. E. Herter,Harm Jan de Grooth,Patrick Thoral,Armand R. J. Girbes,Mark Hoogendoorn,Paul W. G. Elbers,J. Koeter,Roger van Rietschote,Merijn C. Reuland,Laura van Manen,L. J. Montenij,Jasper van Bommel,R Van den Berg,E. van Geest,Anisa Hana,B. Van Den Bogaard,Peter Pickkers,Pim L. J. Van Der Heiden,Claudia van Gemeren,Arend-Jan Meinders,Martha T. de Bruin,Emma Rademaker,Frits H.M. van Osch,Martijn D. de Kruif,Nicolas F. Schroten,Klaas-Sierk Arnold,Johannes Wilhelmus Fijen,J. J. M. Van Koesveld,Koen S. Simons,Joost A. M. Labout,Bart van de Gaauw,Michael A. Kuiper,Albertus Beishuizen,Dennis Geutjes,Johan G Lutisan,Bart P. X. Grady,Remko van den Akker,Tom A. Rijpstra,W. J. Boersma,Danie Pretorius,M. Beukema,Bram Simons,Annemieke Rijkeboer,Marcel J H Aries,Niels C. Gritters van den Oever,M. van Tellingen,Annemieke Dijkstra,Rutger van Raalte,Ali el Hassouni,David Romero Guzman,Sandjai Bhulai,Dagmar M. Ouweneel,Ronald H. Driessen,Jan M. Peppink,G. Zijlstra,A.J. van Tienhoven,E. van der Heiden,Jan Jaap Spijkstra,H. I. Van Der Spoel,Angelique M. E. de Man,Thomas Klausch,R Lalisang,M. Tonutti,Daan de Bruin,Mattia Fornasa,Michael P.M. de Neree tot Babberich,O.W.M. Thijssens,L. Wagemakers,Hilde G. A. van der Pol,Tom Hendriks,J. E. Berend,Virginia Ceni Silva,Robert F. J. Kullberg,Taco Houwert,Hidde Hovenkamp,Roberto Londono,Davide Quintarelli,Martijn G. Scholtemeijer,A. de Beer,Giovanni Cinà,Adam Izdebski,Leo M. A. Heunks,Nicole P. Juffermans,Arjen J. C. Slooter,Martijn Beudel +129 more
TL;DR: In this article , the authors used machine learning algorithms Logistic regression, Random Forest, Naive Bayes, K-Nearest Neighbors, Support Vector Machine and Extreme Gradient Boosting on readily available and clinically relevant features to predict success of prone positioning after 4 h (window of 1 to 7 h) based on various possible outcomes.