74 citations · 162 across the 36 of their papers we have counts for
4 papers · 1 filter
Hodge-Decomposition of Functional Brain Networks
D. Vijay Anand, Anass B El-Yaagoubi, Hernando Ombao +1
We propose to analyze dynamically changing brain networks by decomposing them into three orthogonal components through the Hodge decomposition. We propose to quantify the magnitude…
Embedding of Functional Human Brain Networks on a Sphere
Moo K. Chung, Zijian Chen
Human brain activity is often measured using the blood-oxygen-level dependent (BOLD) signals obtained through functional magnetic resonance imaging (fMRI). The strength of connecti…
Topological Data Analysis of Human Brain Networks Through Order Statistics
Soumya Das, D. Vijay Anand, Moo K. Chung
Understanding the common topological characteristics of the human brain network across a population is central to understanding brain functions. The abstraction of human connectome…
Statistical Analysis on Brain Surfaces
Moo K. Chung, Jamie L. Hanson, Seth D. Pollak
In this paper, we review widely used statistical analysis frameworks for data defined along cortical and subcortical surfaces that have been developed in last two decades. The cere…