Grace Rhodes

Works (2)

Updated: February 21st, 2024 05:01

2024 article

Estimation of optimal treatment regimes with electronic medical record data using the residual life value estimator

Rhodes, G., Davidian, M., & Lu, W. (2024, February 9). BIOSTATISTICS, Vol. 2.

By: G. Rhodes, M. Davidian & W. Lu

author keywords: context vector; dynamic treatment regime; electronic medical record; MIMIC-III; precision medicine; Q-learning; random forest; residual life; sepsis
Sources: Web Of Science, ORCID
Added: February 19, 2024

2023 journal article

DYNAMIC PREDICTION OF RESIDUAL LIFE WITH LONGITUDINAL COVARIATES USING LONG SHORT-TERM MEMORY NETWORKS

ANNALS OF APPLIED STATISTICS, 17(3), 2039–2058.

By: G. Rhodes n, M. Davidian n & W. Lu n

co-author countries: United States of America 🇺🇸
author keywords: Biomarker; dynamic prediction; electronic medical record; long short-term memory network; longitudinal data; MIMIC-III; neural network; residual life; sepsis; transformed mean residual life model
Sources: Web Of Science, ORCID
Added: November 6, 2023

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