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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
A Novel Multi-Task Teacher-Student Architecture with Self-Supervised Pretraining for 48-Hour Vasoactive-Inotropic Trend Analysis in Sepsis Mortality Prediction—0
Computable Phenotypes to Characterize Changing Patient Brain Dysfunction in the Intensive Care Unit—0
Deep Learning to Attend to Risk in ICU—0
Cluster trajectory of SOFA score in predicting mortality in sepsis—0
Developing an ICU scoring system with interaction terms using a genetic algorithm—0
Dynamic Mortality Risk Predictions in Pediatric Critical Care Using Recurrent Neural Networks—0
CARRNN: A Continuous Autoregressive Recurrent Neural Network for Deep Representation Learning from Sporadic Temporal Data—0
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