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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
FLICU: A Federated Learning Workflow for Intensive Care Unit Mortality PredictionCode0
Dynamic Measurement Scheduling for Event Forecasting using Deep RLCode0
Early prediction of the risk of ICU mortality with Deep Federated LearningCode0
Deep Learning to Attend to Risk in ICU—0
Computable Phenotypes to Characterize Changing Patient Brain Dysfunction in the Intensive Care Unit—0
A Novel Multi-Task Teacher-Student Architecture with Self-Supervised Pretraining for 48-Hour Vasoactive-Inotropic Trend Analysis in Sepsis Mortality Prediction—0
Dynamic Mortality Risk Predictions in Pediatric Critical Care Using Recurrent Neural Networks—0
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