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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
Zero Shot Health Trajectory Prediction Using TransformerCode2
HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU DataCode1
ISeeU2: Visually Interpretable ICU mortality prediction using deep learning and free-text medical notesCode1
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
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
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