30 citations · 31 across the 5 of their papers we have counts for
7 papers
The Genetic and Environmental Architecture of the Human Functional Connectome
Tanu Raghav, Daniel Guerrero, Uttara Tipnis +8
Functional connectivity varies across individuals due to genetic and environmental factors, yet classical twin models typically confound non-shared environment with measurement err…
Resting State Functional Connectivity Patterns Associate with Alcohol Use Disorder Characteristics: Insights from the Triple Network Model
Daniel Guerrero, Mario Dzemidzic, Mahdi Moghaddam +7
Prolonged alcohol use results in neuroadaptations that mark more severe and treatment-resistant alcohol use. The goal of this study was to identify functional connectivity brain pa…
Tangent space functional reconfigurations in individuals at risk for alcohol use disorder
Mahdi Moghaddam, Mario Dzemidzic, Daniel Guerrero +6
Human brain function dynamically adjusts to ever-changing stimuli from the external environment. Studies characterizing brain functional reconfiguration are nevertheless scarce. He…
Tangent functional connectomes uncover more unique phenotypic traits
Kausar Abbas, Mintao Liu, Michael Wang +9
Functional connectomes (FCs) contain pairwise estimations of functional couplings based on pairs of brain regions activity. FCs are commonly represented as correlation matrices tha…
Accelerating Stochastic Probabilistic Inference
Minta Liu, Suliang Bu
Recently, Stochastic Variational Inference (SVI) has been increasingly attractive thanks to its ability to find good posterior approximations of probabilistic models. It optimizes…
Geodesic distance on optimally regularized functional connectomes uncovers individual fingerprints
Kausar Abbas, Mintao Liu, Manasij Venkatesh +6
Background: Functional connectomes (FCs), have been shown to provide a reproducible individual fingerprint, which has opened the possibility of personalized medicine for neuro/psyc…
GEFF: Graph Embedding for Functional Fingerprinting
Kausar Abbas, Enrico Amico, Diana Otero Svaldi +7
It has been well established that Functional Connectomes (FCs), as estimated from functional MRI (fMRI) data, have an individual fingerprint that can be used to identify an individ…