Inference-based statistical network analysis uncovers star-like brain functional architectures for internalizing psychopathology in children

S Wang, Y Liu, W Xu, X Tian, Y Zhao - arXiv preprint arXiv:2309.11349, 2023 - arxiv.org
To improve the statistical power for imaging biomarker detection, we propose a latent
variable-based statistical network analysis (LatentSNA) that combines brain functional …

Bayesian mixed model inference for genetic association under related samples with brain network phenotype

X Tian, Y Wang, S Wang, Y Zhao, Y Zhao - Biostatistics, 2024 - academic.oup.com
Genetic association studies for brain connectivity phenotypes have gained prominence due
to advances in noninvasive imaging techniques and quantitative genetics. Brain connectivity …