Naim U. Rashid | DeepAI

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∙ 05/14/2023

glmmPen: High Dimensional Penalized Generalized Linear Mixed Models

Generalized linear mixed models (GLMMs) are widely used in research for ...

0 Hillary M. Heiling, et al. ∙

∙ 05/14/2023

Efficient Computation of High-Dimensional Penalized Generalized Linear Mixed Models by Latent Factor Modeling of the Random Effects

Modern biomedical datasets are increasingly high dimensional and exhibit...

0 Hillary M. Heiling, et al. ∙

∙ 07/18/2022

Deeply-Learned Generalized Linear Models with Missing Data

Deep Learning (DL) methods have dramatically increased in popularity in ...

0 David K. Lim, et al. ∙

∙ 01/18/2021

Handling Non-ignorably Missing Features in Electronic Health Records Data Using Importance-Weighted Autoencoders

Electronic Health Records (EHRs) are commonly used to investigate relati...

0 David K. Lim, et al. ∙

∙ 12/13/2019

High dimensional precision medicine from patient-derived xenografts

The complexity of human cancer often results in significant heterogeneit...

0 Naim U. Rashid, et al. ∙

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