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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 -
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 Hyperglycemia and glycemic control in critically ill and hospitalized patients Open access
Matthias Manfred Deininger, Magdalena Ralser, Nico Haehn, Marius Huehn, Dmitrij Ziles, Marx Gernot, +3 more
1citations -
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 -
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 -
Predicting COVID-19 prognosis in the ICU remained challenging: external validation in a multinational regional cohort2022 Journal of Clinical Epidemiology article Medicine COVID-19 Clinical Research Studies Open access
Daniek A. M. Meijs, Sander M. J. van Kuijk, Laure Wynants, Björn Stessel, Jannet Mehagnoul-Schipper, Anisa Hana, +26 more
14citations -
Dying in the Intensive Care Unit (ICU): A Retrospective Descriptive Analysis of Deaths in the ICU in a Communal Tertiary Hospital in Germany2020 Anesthesiology Research and Practice article Medicine Palliative Care and End-of-Life Issues Open access
Esma Ay, Markus Alexander Weigand, Rainer Röhrig, Marco Gruß
19citations -
Clinical value and limitations of the preoperative C‐reactive‐protein‐to‐albumin ratio in predicting post‐operative morbidity and mortality after deceased‐donor liver transplantation: a retrospective single‐centre study
Iakovos Amygdalos, Jan Bednarsch, F. Meister, David Erren, Anna Mantas, Pavel Strnad, +8 more
21citations -
Sex Differences in Postoperative Recovery and Mortality After High‐Risk Cardiac Surgery: A Propensity Score–Matched Post Hoc Analysis of the SUSTAIN‐CSX Trial2026 Journal of the American Heart Association article Medicine Cardiac Health and Mental Health Open access
Rashad Zayat, Alish Kolashov, Christian Stoppe, Quirin Notz, Yusuf Shieba, Ajay Kumar Moza, +5 more
0citations