The Aachen ACLF ICU score predicts ICU mortality in critically ill patients with acute-on-chronic liver failure

The Aachen ACLF ICU score predicts ICU mortality in critically ill patients with acute-on-chronic liver failure

Abstract Acute-on-chronic liver failure (ACLF) defines a heterogeneous syndrome involving acute decompensation in patients with pre-existing liver disease accompanied by (multi-)organ failure. This study aimed to develop a simple, reliable machine learning (ML) model to predict mortality in ACLF pat...

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Bibliographic Details
Main Authors: Maike R. Pollmanns, Bastian Kister, Samira Abu Jhaisha, Jule K. Adams, Elena Kabak, Jonathan F. Brozat, Carolin V. Schneider, Philipp Hohlstein, Tony Bruns, Lars Küpfer, Christian Trautwein, Alexander Koch, Theresa H. Wirtz
Format: Article
Language:English
Published: Nature Portfolio 2024-12-01
Series:Scientific Reports
Subjects:
ACLF
Machine learning
Prognosis
Mortality
Online Access:https://doi.org/10.1038/s41598-024-82178-0
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