Functionally Adaptive Structural Basis Sets of the Brain: A Dynamic Fusion Approach.

ABSTRACT: The precise relationship between brain structure and function has been investigated through a multitude of lenses, but one detail that is held constant across most neuroimaging studies in this space is the identification of a singular structural basis set of the brain, upon which functional activation signals can be reconstructed to examine the linkage between structure and function. Such basis sets can be considered "functionally independent", as they are derived through structural data alone and have no explicit association to functional data. Recent work in multimodal fusion has facilitated a more integrated view of structure-function linkages by enabling the equal contribution of both modalities to the joint decomposition, resulting in components that are independent within modality bu

SUBMITTER: Duda M 

PROVIDER: S-EPMC12314923 | biostudies-literature | 2025 Aug

REPOSITORIES: biostudies-literature