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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 1–10 of 33 papers

TitleStatusHype
Early Prediction of In-Hospital ICU Mortality Using Innovative First-Day Data: A Review—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
A Novel Multi-Task Teacher-Student Architecture with Self-Supervised Pretraining for 48-Hour Vasoactive-Inotropic Trend Analysis in Sepsis Mortality Prediction—0
Zero Shot Health Trajectory Prediction Using TransformerCode2
Advanced Predictive Modeling for Enhanced Mortality Prediction in ICU Stroke Patients Using Clinical Data—0
Cluster trajectory of SOFA score in predicting mortality in sepsis—0
ICU Mortality Prediction Using Long Short-Term Memory Networks—0
An empirical study of using radiology reports and images to improve ICU mortality prediction—0
Identifying Subgroups of ICU Patients Using End-to-End Multivariate Time-Series Clustering Algorithm Based on Real-World Vital Signs Data—0
Computable Phenotypes to Characterize Changing Patient Brain Dysfunction in the Intensive Care Unit—0
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