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ICU Mortality

Prediction of a patient mortality in the Intensive Care Unit (ICU) given its first hours of Electronic Health Record (EHR).

Papers

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Showing 21–30 of 33 papers

TitleStatusHype
Machine Learning Model Interpretability for Precision Medicine—0
PPMF: A Patient-based Predictive Modeling Framework for Early ICU Mortality Prediction—0
Real-time Mortality Prediction Using MIMIC-IV ICU Data Via Boosted Nonparametric Hazards—0
Self-explaining Neural Network with Concept-based Explanations for ICU Mortality Prediction—0
Supervised Nonnegative Matrix Factorization to Predict ICU Mortality Risk—0
The Dependence of Machine Learning on Electronic Medical Record Quality—0
The Impact of Extraneous Variables on the Performance of Recurrent Neural Network Models in Clinical Tasks—0
Machine Learning-Based Prediction of ICU Mortality in Sepsis-Associated Acute Kidney Injury Patients Using MIMIC-IV Database with Validation from eICU Database—0
An empirical study of using radiology reports and images to improve ICU mortality prediction—0
A Novel Multi-Task Teacher-Student Architecture with Self-Supervised Pretraining for 48-Hour Vasoactive-Inotropic Trend Analysis in Sepsis Mortality Prediction—0
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