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Plos One|June 21, 2024
Application of the Sepsis-3 criteria to describe sepsis epidemiology in the Amsterdam UMCdb intensive care datasetChristopher Y K Williams, Tom Edinburgh, Paul W G Elbers, et al.
Value in Health : the Journal of the International Society for Pharmacoeconomics and Outcomes Research|March 1, 2022
The Potential Cost-Effectiveness of a Machine Learning Tool That Can Prevent Untimely Intensive Care Unit DischargeJuliette de Vos, Laurenske A Visser, Aletta A de Beer, et al.
Blood Purification|July 11, 2019
Amino Acid Loss during Continuous Venovenous Hemofiltration in Critically Ill PatientsSandra N Stapel, Ruben J de Boer, Patrick J Thoral, et al.
International Journal of Medical Informatics|September 13, 2023
Determining and assessing characteristics of data element names impacting the performance of annotation using UsagiRowdy de Groot, Daniel P Püttmann, Lucas M Fleuren, et al.
Journal of Intensive Medicine|November 3, 2025
ICU readmission and mortality risk prediction: Generalizability of a multi-hospital modelTariq A Dam, Daan de Bruin, Giovanni Cinà, et al.
Journal of Intensive Care Medicine|February 6, 2023
Evolution of Clinical Phenotypes of COVID-19 Patients During Intensive Care Treatment: An Unsupervised Machine Learning AnalysisSander Siepel, Tariq A Dam, Lucas M Fleuren, et al.
JMIR Human Factors|January 5, 2023
Intensive Care Unit Physicians' Perspectives on Artificial Intelligence-Based Clinical Decision Support Tools: Preimplementation Survey StudySiri L van der Meijden, Anne A H de Hond, Patrick J Thoral, et al.
Critical Care Explorations|September 30, 2021
Explainable Machine Learning on AmsterdamUMCdb for ICU Discharge Decision Support: Uniting Intensivists and Data ScientistsPatrick J Thoral, Mattia Fornasa, Daan P de Bruin, et al.
Critical Care Medicine|December 16, 2022
Predicting Readmission or Death After Discharge From the ICU: External Validation and Retraining of a Machine Learning ModelAnne A H de Hond, Ilse M J Kant, Mattia Fornasa, et al.
Critical Care Medicine|March 2, 2022
Systematic Review and Comparison of Publicly Available ICU Data Sets-A Decision Guide for Clinicians and Data ScientistsChristopher M Sauer, Tariq A Dam, Leo A Celi, et al.
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