Author

Yijun Xie

University of WaterlooORCID 0000-0003-1627-9758Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:differential expression· 1 Assay:electronic health records· 1 Organism:human· 1 Approach:statistical model· 1

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Graham A. ColditziD· 1 shared Shu JiangiD· 1 shared

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2020-2020 · peak 1/yr

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1 shared paperBioinformatics

Graham A. ColditzORCID

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1 paper

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BioinformaticsJournal of the Royal Statistical Society Series C (Applied Statistics)Peer-reviewedNov 7, 2020

Functional Ensemble Survival Tree: Dynamic Prediction of Alzheimer's Disease Progression Accommodating Multiple Time-Varying Covariates

Shu Jiang, Yijun Xie, Graham A. Colditz

The paper develops a functional ensemble survival tree framework to predict Alzheimer's disease progression using time-varying biomarkers and baseline covariates, showing good performance in simulations and ADNI data.

28 citations

humanelectronic health records

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