Translational potential of neuroimaging genomic analyses to diagnosis and treatment in mental disorders

J Chen, J Liu, VD Calhoun - Proceedings of the IEEE, 2019 - ieeexplore.ieee.org
Imaging genomics focuses on characterizing genomic influence on the variation of
neurobiological traits, holding promise for illuminating the pathogenesis, reforming the …

Sparse parallel independent component analysis and its application to identify linked genomic and gray matter alterations underlying working memory impairment in …

K Duan, J Chen, VD Calhoun, W Jiang… - bioRxiv, 2020 - biorxiv.org
Most psychiatric disorders are highly heritable and associated with altered brain structural
and functional patterns. Data fusion analyses on brain imaging and genetics, one of which is …

Sparse parallel independent component analysis and its application to identify stable and replicable imaging-genomic association patterns in UK biobank

K Duan, J Chen, Z Fu, RF Silva, VD Calhoun… - medRxiv, 2022 - medrxiv.org
Data fusion analyses of brain imaging and genomics enable the linking of genomic factors to
brain patterns. Due to the small to modest effect sizes of common genetic variants, it is …

[PDF][PDF] Any-way and Sparse Analyses for Multimodal Fusion and Imaging Genomics

K Duan - 2021 - core.ac.uk
ANY-WAY AND SPARSE ANALYSES FOR MULTIMODAL FUSION AND IMAGING
GENOMICS COPYRIGHT © 2021 BY KUAIKUAI DUAN Page 1 ANY-WAY AND SPARSE …