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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 21–30 of 33 papers

TitleStatusHype
The Impact of Extraneous Variables on the Performance of Recurrent Neural Network Models in Clinical Tasks—0
ICU Mortality Prediction Using Long Short-Term Memory Networks—0
Identifying Subgroups of ICU Patients Using End-to-End Multivariate Time-Series Clustering Algorithm Based on Real-World Vital Signs Data—0
Integrating Physiological Time Series and Clinical Notes with Deep Learning for Improved ICU Mortality Prediction—0
Interpreting a Recurrent Neural Network's Predictions of ICU Mortality Risk—0
Leveraging Patient Similarity and Time Series Data in Healthcare Predictive Models—0
Machine Learning Model Interpretability for Precision Medicine—0
PPMF: A Patient-based Predictive Modeling Framework for Early ICU Mortality Prediction—0
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
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