18 citations
- Georgia State UniversityUS3 papers
- Mind Research NetworkUS2 papers
- Duke UniversityUS1 paper
- Emory UniversityUS1 paper
- Georgia Institute of TechnologyUS1 paper
- Shandong Institute of AutomationCN1 paper
- Tulane UniversityUS1 paper
- University of Chinese Academy of SciencesCN1 paper
- University of Maryland, Baltimore CountyUS1 paper
- University of MinnesotaUS1 paper
- University of Nebraska Medical CenterUS1 paper
- University of New MexicoUS1 paper
4 papers
A deep learning model for data-driven discovery of functional connectivity
Usman Mahmood, Zening Fu, Vince Calhoun +1
Functional connectivity (FC) studies have demonstrated the overarching value of studying the brain and its disorders through the undirected weighted graph of fMRI correlation matri…
A Bayesian incorporated linear non-Gaussian acyclic model for multiple directed graph estimation to study brain emotion circuit development in adolescence
Aiying Zhang, Gemeng Zhang, Biao Cai +4
Emotion perception is essential to affective and cognitive development which involves distributed brain circuits. The ability of emotion identification begins in infancy and contin…
Meta-modal Information Flow: A Method for Capturing Multimodal Modular Disconnectivity in Schizophrenia
Haleh Falakshahi, Victor M. Vergara, Jingyu Liu +13
Objective: Multimodal measurements of the same phenomena provide complementary information and highlight different perspectives, albeit each with their own limitations. A focus on…
Multidataset Independent Subspace Analysis with Application to Multimodal Fusion
Rogers F. Silva, Sergey M. Plis, Tulay Adali +2
In the last two decades, unsupervised latent variable models---blind source separation (BSS) especially---have enjoyed a strong reputation for the interpretable features they produ…