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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
Early prediction of the risk of ICU mortality with Deep Federated LearningCode0
FLICU: A Federated Learning Workflow for Intensive Care Unit Mortality PredictionCode0
HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU DataCode1
Real-time Mortality Prediction Using MIMIC-IV ICU Data Via Boosted Nonparametric Hazards—0
Self-explaining Neural Network with Concept-based Explanations for ICU Mortality Prediction—0
Early ICU Mortality Prediction and Survival Analysis for Respiratory Failure—0
CARRNN: A Continuous Autoregressive Recurrent Neural Network for Deep Representation Learning from Sporadic Temporal Data—0
ISeeU2: Visually Interpretable ICU mortality prediction using deep learning and free-text medical notesCode1
Integrating Physiological Time Series and Clinical Notes with Deep Learning for Improved ICU Mortality Prediction—0
Dynamic Prediction of ICU Mortality Risk Using Domain Adaptation—0
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