[HTML][HTML] Accounting for motion in resting-state fMRI: What part of the spectrum are we characterizing in autism spectrum disorder?

MB Nebel, DE Lidstone, L Wang, D Benkeser… - NeuroImage, 2022 - Elsevier
The exclusion of high-motion participants can reduce the impact of motion in functional
Magnetic Resonance Imaging (fMRI) data. However, the exclusion of high-motion …

Learning sources of variability from high-dimensional observational studies

EW Bridgeford, J Chung, B Gilbert, S Panda… - arXiv preprint arXiv …, 2023 - arxiv.org
Causal inference studies whether the presence of a variable influences an observed
outcome. As measured by quantities such as the" average treatment effect," this paradigm is …

Multivariate testing and effect size measures for batch effect evaluation in radiomic features

H Horng, C Scott, S Winham, M Jensen, L Pantalone… - Scientific Reports, 2024 - nature.com
While precision medicine applications of radiomics analysis are promising, differences in
image acquisition can cause “batch effects” that reduce reproducibility and affect …

A low-resource reliable pipeline to democratize multi-modal connectome estimation and analysis

J Chung, R Lawrence, A Loftus, D Pisner, G Kiar… - bioRxiv, 2021 - biorxiv.org
Connectomics—the study of brain networks—provides a unique and valuable opportunity to
study the brain. Research in human connectomics, leveraging functional and diffusion …

The Heritability of Human Connectomes: a Causal Modeling Analysis

J Chung, EW Bridgeford, M Powell, D Pisner, T Xu… - bioRxiv, 2023 - biorxiv.org
The heritability of human connectomes is crucial for understanding the influence of genetic
and environmental factors on variability in connectomes, and their implications for behavior …

Are human connectomes heritable?

J Chung, EW Bridgeford, M Powell, D Pisner, T Xu… - …, 2024 - pmc.ncbi.nlm.nih.gov
A complete understanding of human behavior and disease depends upon our ability to
parse genetic and environmental influences in the human brain. The heritability of a trait …