37 citations · 80 across the 4 of their papers we have counts for
4 papers
Predicting Phenotypes from Brain Connection Structure
Subharup Guha, Rex Jung, David Dunson
This article focuses on the problem of predicting a response variable based on a network-valued predictor. Our motivation is the development of interpretable and accurate predictiv…
Bayesian Network--Response Regression
Lu Wang, Daniele Durante, Rex E. Jung +1
There is increasing interest in learning how human brain networks vary as a function of a continuous trait, but flexible and efficient procedures to accomplish this goal are limite…
MIGRAINE: MRI Graph Reliability Analysis and Inference for Connectomics
William Gray Roncal, Zachary H. Koterba, Disa Mhembere +10
Currently, connectomes (e.g., functional or structural brain graphs) can be estimated in humans at scale using a combination of diffusion weighted magnetic resonan…
Computing Scalable Multivariate Glocal Invariants of Large (Brain-) Graphs
Disa Mhembere, William Gray Roncal, Daniel Sussman +6
Graphs are quickly emerging as a leading abstraction for the representation of data. One important application domain originates from an emerging discipline called "connectomics".…