127 citations · 242 across the 9 of their papers we have counts for
3 papers · 1 filter
From Brain Imaging to Graph Analysis: a study on ADNI's patient cohort
Rui Zhang, Luca Giancardo, Danilo A. Pena +3
In this paper, we studied the association between the change of structural brain volumes to the potential development of Alzheimer's disease (AD). Using a simple abstraction techni…
Combining Representation Learning with Tensor Factorization for Risk Factor Analysis - an application to Epilepsy and Alzheimer's disease
Xiaoqian Jiang, Samden Lhatoo, Guo-Qiang Zhang +2
Existing studies consider Alzheimer's disease (AD) a comorbidity of epilepsy, but also recognize epilepsy to occur more frequently in patients with AD than those without. The goal…
Discriminative Sleep Patterns of Alzheimer's Disease via Tensor Factorization
Yejin Kim, Xiaoqian Jiang, Luyao Chen +2
Sleep change is commonly reported in Alzheimer's disease (AD) patients and their brain wave studies show decrease in dreaming and non-dreaming stages. Although sleep disturbance is…