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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 11–20 of 33 papers

TitleStatusHype
Dynamic survival prediction in intensive care units from heterogeneous time series without the need for variable selection or pre-processing—0
Early ICU Mortality Prediction and Survival Analysis for Respiratory Failure—0
Early Prediction of In-Hospital ICU Mortality Using Innovative First-Day Data: A Review—0
Advanced Predictive Modeling for Enhanced Mortality Prediction in ICU Stroke Patients Using Clinical Data—0
Feature Representation for ICU Mortality—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
Supervised Nonnegative Matrix Factorization to Predict ICU Mortality Risk—0
The Dependence of Machine Learning on Electronic Medical Record Quality—0
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