4 papers
Joint Nuclear and Regularization for Logistic Matrix Regression with Applications to Brain Imaging
Damian Brzyski, Aaron Cohen, Zijian Wang +3
We introduce a new convex optimization framework for logistic scalar-on-matrix regression which incorporates nuclear and norm penalties to enforce simultaneously low-rank…
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…