Integrative learning for population of dynamic networks with covariates

Although there is a rapidly growing literature on dynamic connectivity methods, the primary focus has been on separate network estimation for each individual, which fails to leverage common patterns of information. We propose novel graph-theoretic approaches for estimating a population of dynamic ne...

Full description

Bibliographic Details
Main Authors: Suprateek Kundu, Jin Ming, Joe Nocera, Keith M. McGregor
Format: Article
Language:English
Published: Elsevier 2021-08-01
Series:NeuroImage
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1053811921004584