3M_BANTOR: A regression framework for multitask and multisession brain network distance metrics.

ABSTRACT: Brain network analyses have exploded in recent years and hold great potential in helping us understand normal and abnormal brain function. Network science approaches have facilitated these analyses and our understanding of how the brain is structurally and functionally organized. However, the development of statistical methods that allow relating this organization to phenotypic traits has lagged behind. Our previous work developed a novel analytic framework to assess the relationship between brain network architecture and phenotypic differences while controlling for confounding variables. More specifically, this innovative regression framework related distances (or similarities) between brain network features from a single task to functions of absolute differences in continuous covariates

SUBMITTER: Tomlinson CE 

PROVIDER: S-EPMC10270667 | biostudies-literature | 2023

REPOSITORIES: biostudies-literature