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Machine Learning for Short-Term Mortality in Acute Decompensation of Liver Cirrhosis: Better than MELD Score

Prediction of short-term mortality in patients with acute decompensation of liver cirrhosis could be improved. We aimed to develop and validate two machine learning (ML) models for predicting 28-day and 90-day mortality in patients hospitalized with acute decompensated liver cirrhosis. We trained tw...

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Main Authors: Nermin Salkić, Predrag Jovanović, Mislav Barišić Jaman, Nedim Selimović, Frane Paštrović, Ivica Grgurević
Format: Artigo
Language:Inglês
Published: MDPI AG 2024-05-01
Series:Diagnostics
Subjects:
machine learning
mortality prediction
liver cirrhosis
MELD-Na score
MELD 3.0 score
liver transplantation
Online Access:https://www.mdpi.com/2075-4418/14/10/981
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