11 citations · 29 across the 17 of their papers we have counts for
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stat.ME2017★ 5 cited
High-dimensional single-index Bayesian modeling of brain atrophy
Arkaprava Roy, Subhashis Ghosal, Kingshuk Roy Choudhury
We propose a model of brain atrophy as a function of high-dimensional genetic information and low dimensional covariates such as gender, age, APOE gene, and disease status. A nonpa…
stat.ME2017★ 2 cited
Bayesian Modeling of the Structural Connectome for Studying Alzheimer Disease
Arkaprava Roy, Subhashis Ghosal, Jeffrey Prescott +1
We study possible relations between the structure of the connectome, white matter connecting different regions of brain, and Alzheimer disease. Regression models in covariates incl…