Dynamic prediction of residual life with longitudinal covariates using long short-term memory networks

DOI10.1214/22-AOAS1706MaRDI QIDQ6179112

Grace Rhodes, Wen-Bin Lu, Marie Davidian

Publication date: 16 January 2024

Published in: The Annals of Applied Statistics (Search for Journal in Brave)

zbMATH Keywords

longitudinal dataneural networkresidual lifesepsisbiomarkerdynamic predictionelectronic medical recordlong short-term memory networkMIMIC-IIItransformed mean residual life model

Mathematics Subject Classification ID

Applications of statistics (62Pxx)

Cites Work

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• Additive Expectancy Regression
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• Model Selection and Estimation in Regression with Grouped Variables
• Partly Conditional Survival Models for Longitudinal Data

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