Papers matching “ICU mortality prediction” 101
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Time-weighted lactate and glucose–lactate ratio outperform static values in ICU mortality prediction after traumatic brain injury: a retrospective cohort study2026 Journal of Intensive Care article Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access
Matthias Manfred Deininger, Magdalena Ralser, Nico Haehn, Marius Huehn, Dmitrij Ziles, Marx Gernot, +3 more
2citations -
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 -
Additional file 1 of Time-weighted lactate and glucose–lactate ratio outperform static values in ICU mortality prediction after traumatic brain injury: a retrospective cohort study
Matthias Manfred Deininger, Magdalena Ralser, Nico Haehn, Marius Huehn, Dmitrij Ziles, Gernot Marx, +3 more
0citations -
Time-weighted lactate and glucose–lactate ratio outperform static values in ICU mortality prediction after traumatic brain injury: a retrospective cohort study2026 Journal of Intensive Care article Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access
Matthias Manfred Deininger, Magdalena Ralser, Nico Haehn, Marius Huehn, Dmitrij Ziles, Gernot Marx, +3 more
0citations -
Additional file 1 of Time-weighted lactate and glucose–lactate ratio outperform static values in ICU mortality prediction after traumatic brain injury: a retrospective cohort study
Matthias Manfred Deininger, Magdalena Ralser, Nico Haehn, Marius Huehn, Dmitrij Ziles, Gernot Marx, +3 more
0citations -
Pre-ECMO characteristics, organ dysfunction and exploratory mortality prediction in COVID-19 versus non-COVID-19 ARDS treated with veno-venous ECMO: a retrospective cohort study
Mirja Mittermaier, Jan A. Graw, Alexander Henry Thieme, Johann Lieberwirth, Oliver Hunsicker, Daniel Zickler, +17 more
0citations -
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 -
Predicting ICU Mortality in Acute Respiratory Distress Syndrome Patients Using Machine Learning: The Predicting Outcome and STratifiCation of severity in ARDS (POSTCARDS) Study*
Jesús Villar, Jesús María González-Martín, Jerónimo Hernández-González, Miguel Ángel Armengol de la Hoz, Cristina Fernández, Carmen Martín-Rodríguez, +14 more
52citations -
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