60 citations · 353 across the 40 of their papers we have counts for
4 papers · 1 filter
Efficient Brain Network Estimation with Sparse ICA in Non-Human Primate Neuroimaging
Qiang Li, Liang Ma, Masoud Seraji +4
Independent component analysis (ICA) is widely used to separate mixed signals and recover statistically independent components. However, in non-human primate neuroimaging studies,…
Detecting abnormal connectivity in schizophrenia via a joint directed acyclic graph estimation model
Gemeng Zhang, Aiying Zhang, Biao Cai +3
Functional connectivity (FC) has been widely used to study brain network interactions underlying the emerging cognition and behavior of an individual. FC is usually defined as the…
Tracing Network Evolution Using the PARAFAC2 Model
Marie Roald, Suchita Bhinge, Chunying Jia +3
Characterizing time-evolving networks is a challenging task, but it is crucial for understanding the dynamic behavior of complex systems such as the brain. For instance, how spatia…
Tensor-Based Fusion of EEG and FMRI to Understand Neurological Changes in Schizophrenia
Evrim Acar, Yuri Levin-Schwartz, Vince D. Calhoun +1
Neuroimaging modalities such as functional magnetic resonance imaging (fMRI) and electroencephalography (EEG) provide information about neurological functions in complementary spat…