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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
Dynamic survival prediction in intensive care units from heterogeneous time series without the need for variable selection or pre-processing—0
Interpreting a Recurrent Neural Network's Predictions of ICU Mortality Risk—0
The Impact of Extraneous Variables on the Performance of Recurrent Neural Network Models in Clinical Tasks—0
Dynamic Measurement Scheduling for Event Forecasting using Deep RLCode0
Supervised Nonnegative Matrix Factorization to Predict ICU Mortality Risk—0
Deep Learning to Attend to Risk in ICU—0
PPMF: A Patient-based Predictive Modeling Framework for Early ICU Mortality Prediction—0
Leveraging Patient Similarity and Time Series Data in Healthcare Predictive Models—0
The Dependence of Machine Learning on Electronic Medical Record Quality—0
Dynamic Mortality Risk Predictions in Pediatric Critical Care Using Recurrent Neural Networks—0
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