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Author/Creator Thoral, Patrick J.

1. Assess and validate predictive performance of models for in-hospital mortality in COVID-19 patients: A retrospective cohort study in the Netherlands comparing the value of registry data with high-granular electronic health records. (November 2022)

Authors:
Vagliano, Iacopo; Schut, Martijn C.; Abu-Hanna, Ameen; Dongelmans, Dave A.; de Lange, Dylan W.; Gommers, Diederik; Cremer, Olaf L.; Bosman, Rob J.; Rigter, Sander; Wils, Evert-Jan; Frenzel, Tim; de Jong, Remko; Peters, Marco A.A.; Kamps, Marlijn J.A.; Ramnarain, Dharmanand; Nowitzky, Ralph; Noote...
Journal:
International journal of medical informatics
Issue:
Volume 167(2022)
Page Start:
Record Type:
Journal Article
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2. Explainable Machine Learning on AmsterdamUMCdb for ICU Discharge Decision Support: Uniting Intensivists and Data Scientists. (10th September 2021)

Authors:
Thoral, Patrick J.; Fornasa, Mattia; de Bruin, Daan P.; Tonutti, Michele; Hovenkamp, Hidde; Driessen, Ronald H.; Girbes, Armand R. J.; Hoogendoorn, Mark; Elbers, Paul W. G.
Journal:
Critical care explorations
Issue:
Volume 3:Number 9(2021)
Page Start:
e0529
Record Type:
Journal Article
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3. Predicting Readmission or Death After Discharge From the ICU: External Validation and Retraining of a Machine Learning Model. Issue 2 (16th December 2022)

Authors:
de Hond, Anne A. H.; Kant, Ilse M. J.; Fornasa, Mattia; Cinà, Giovanni; Elbers, Paul W. G.; Thoral, Patrick J.; Sesmu Arbous, M.; Steyerberg, Ewout W.
Journal:
Critical care medicine
Issue:
Volume 51:Issue 2(2023)
Page Start:
291
Record Type:
Journal Article
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4. Rapid Evaluation of Coronavirus Illness Severity (RECOILS) in intensive care: Development and validation of a prognostic tool for in‐hospital mortality. Issue 1 (15th October 2021)

Authors:
Plečko, Drago; Bennett, Nicolas; Mårtensson, Johan; Dam, Tariq A.; Entjes, Robert; Rettig, Thijs C. D.; Dongelmans, Dave A.; Boelens, Age D.; Rigter, Sander; Hendriks, Stefaan H. A.; de Jong, Remko; Kamps, Marlijn J. A.; Peters, Marco; Karakus, Attila; Gommers, Diederik; Ramnarain, Dharmanand; Wi...
Journal:
Acta anaesthesiologica scandinavica
Issue:
Volume 66:Issue 1(2022)
Page Start:
65
Record Type:
Journal Article
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5. Sharing ICU Patient Data Responsibly Under the Society of Critical Care Medicine/European Society of Intensive Care Medicine Joint Data Science Collaboration: The Amsterdam University Medical Centers Database (AmsterdamUMCdb) Example*. Issue 6 (June 2021)

Authors:
Thoral, Patrick J.; Peppink, Jan M.; Driessen, Ronald H.; Sijbrands, Eric J. G.; Kompanje, Erwin J. O.; Kaplan, Lewis; Bailey, Heatherlee; Kesecioglu, Jozef; Cecconi, Maurizio; Churpek, Matthew; Clermont, Gilles; van der Schaar, Mihaela; Ercole, Ari; Girbes, Armand R. J.; Elbers, Paul W. G.
Journal:
Critical care medicine
Issue:
Volume 49:Issue 6(2021)
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Record Type:
Journal Article
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6. Sharing ICU Patient Data Responsibly Under the Society of Critical Care Medicine/European Society of Intensive Care Medicine Joint Data Science Collaboration: The Amsterdam University Medical Centers Database (AmsterdamUMCdb) Example*. Issue 6 (24th February 2021)

Authors:
Thoral, Patrick J.; Peppink, Jan M.; Driessen, Ronald H.; Sijbrands, Eric J. G.; Kompanje, Erwin J. O.; Kaplan, Lewis; Bailey, Heatherlee; Kesecioglu, Jozef; Cecconi, Maurizio; Churpek, Matthew; Clermont, Gilles; van der Schaar, Mihaela; Ercole, Ari; Girbes, Armand R. J.; Elbers, Paul W. G.
Other Names:
other.
Journal:
Critical care medicine
Issue:
Volume 49:Issue 6(2021)
Page Start:
e563
Record Type:
Journal Article
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7. Some Patients Are More Equal Than Others: Variation in Ventilator Settings for Coronavirus Disease 2019 Acute Respiratory Distress Syndrome. (14th October 2021)

Authors:
Dam, Tariq A.; de Grooth, Harm-Jan; Klausch, Thomas; Fleuren, Lucas M.; de Bruin, Daan P.; Entjes, Robert; Rettig, Thijs C. D.; Dongelmans, Dave A.; Boelens, Age D.; Rigter, Sander; Hendriks, Stefaan H. A.; de Jong, Remko; Kamps, Marlijn J. A; Peters, Marco; Karakus, A.; Gommers, Diederik; Ramnar...
Other Names:
other.
Journal:
Critical care explorations
Issue:
Volume 3:Number 10(2021)
Page Start:
e0555
Record Type:
Journal Article
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8. Systematic Review and Comparison of Publicly Available ICU Data Sets—A Decision Guide for Clinicians and Data Scientists. Issue 6 (2nd March 2022)

Authors:
Sauer, Christopher M.; Dam, Tariq A.; Celi, Leo A.; Faltys, Martin; de la Hoz, Miguel A. A.; Adhikari, Lasith; Ziesemer, Kirsten A.; Girbes, Armand; Thoral, Patrick J.; Elbers, Paul
Journal:
Critical care medicine
Issue:
Volume 50:Issue 6(2022)
Page Start:
e581
Record Type:
Journal Article
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