Genomic loci influence patterns of structural covariance in the human brain

J Wen, IM Nasrallah, A Abdulkadir… - Proceedings of the …, 2023 - National Acad Sciences
Normal and pathologic neurobiological processes influence brain morphology in
coordinated ways that give rise to patterns of structural covariance (PSC) across brain …

Dimensional Neuroimaging Endophenotypes: Neurobiological Representations of Disease Heterogeneity Through Machine Learning

J Wen, M Antoniades, Z Yang, G Hwang… - Biological …, 2024 - Elsevier
Abstract Machine learning has been increasingly used to obtain individualized
neuroimaging signatures for disease diagnosis, prognosis, and response to treatment in …

Novel genomic loci influence patterns of structural covariance in the human brain

J Wen, IM Nasrallah, A Abdulkadir, TD Satterthwaite… - medRxiv, 2022 - medrxiv.org
Normal and pathologic neurobiological processes influence brain morphology in
coordinated ways that give rise to patterns of structural covariance (PSC) across brain …

[HTML][HTML] Functional imaging derived ADHD biotypes based on deep clustering may guide personalized medication therapy

A Feng, Y Feng, D Zhi, R Jiang, Z Fu, M Xu… - Research …, 2023 - ncbi.nlm.nih.gov
Attention deficit hyperactivity disorder (ADHD) is one prevalent neurodevelopmental
disorder with childhood onset, however, there is no clear correspondence established …

Multiscale Estimation of Morphometricity for Revealing Neuroanatomical Basis of Cognitive Traits

Z Wen, J Bao, S Yang, J Wen, Q Zhan… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
Morphometricity examines the global statistical association between brain morphology and
an observable trait, and is defined as the proportion of the trait variation attributable to brain …