Papers matching “ICU mortality prediction” 13
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Can we reliably automate clinical prognostic modelling? A retrospective cohort study for ICU triage prediction of in-hospital mortality of COVID-19 patients in the Netherlands2022 International Journal of Medical Informatics article Computer Science Machine Learning in Healthcare Open access
Iacopo Vagliano, Sylvia Brinkman, Ameen Abu–Hanna, M. Sesmu Arbous, Dave Anton Dongelmans, Paul Elbers, +3 more
13citations -
A Hybrid Modeling Framework for Generalizable and Interpretable Predictions of ICU Mortality: Leveraging ICD Codes in a Multi-Hospital Study of Mechanically Ventilated Influenza Patients
Moein E. Samadi, Jorge Guzman-Maldonado, Kateryna Nikulina, Hedieh Mirzaieazar, Konstantin Sharafutdinov, Sebastian Johannes Fritsch, +1 more
2citations -
GPT-4o and the quest for machine learning interpretability in ICU risk of death prediction2025 BMC Medical Informatics and Decision Making article Computer Science Machine Learning in Healthcare Open access
Moein E. Samadi, Kateryna Nikulina, Sebastian Johannes Fritsch, Andreas Schuppert
6citations -
Dynamic prediction of mortality in COVID-19 patients in the intensive care unit: A retrospective multi-center cohort study2022 Intelligence-Based Medicine article Computer Science Machine Learning in Healthcare Open access
Jim M Smit, Jesse H. Krijthe, Henrik Endeman, Andrei N. Tintu, Yolanda B. de Rijke, Diederik A M P J Gommers, +37 more
6citations -
GPT-4o and the quest for machine learning interpretability in ICU risk of death prediction2025 BMC Medical Informatics and Decision Making article Computer Science Machine Learning in Healthcare Open access
Moein E. Samadi, Kateryna Nikulina, Sebastian Johannes Fritsch, Andreas Schuppert
0citations -
Prediction of Acute Respiratory Failure Requiring Advanced Respiratory Support in Advance of Interventions and Treatment: A Multivariable Prediction Model From Electronic Medical Record Data
An-Kwok Ian Wong, Rishikesan Kamaleswaran, Azade Tabaie, Matthew A. Reyna, Christopher S. Josef, Chad J. Robichaux, +6 more
10citations -
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 records2022 International Journal of Medical Informatics article Computer Science Machine Learning in Healthcare Open access
Iacopo Vagliano, Ameen Abu–Hanna, Dave Anton Dongelmans, Dylan W. de Lange, Diederik A M P J Gommers, Olaf L. Cremer, +40 more
9citations
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