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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
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
Early prediction of the risk of ICU mortality with Deep Federated LearningCode0
FLICU: A Federated Learning Workflow for Intensive Care Unit Mortality PredictionCode0
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
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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