Gyujoon Hwang

Neuroimaging-AI endophenotypes reveal underlying mechanisms and genetic factors contributing to progression and development of four brain disorders

The paper identifies nine neuroimaging endophenotypes linked to genetic loci and shows they improve prediction of systemic diseases and mortality.

The Genetic Architecture of Multimodal Human Brain Age

This study identifies sixteen genome-wide significant loci associated with brain age gaps derived from MRI modalities and highlights potential causal relationships between brain aging and diseases.

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

The paper identifies 617 novel genomic loci and pathways associated with structural covariance patterns in the human brain using a stochastic multivariate factorization method.

Multi-scale semi-supervised clustering of brain images: deriving disease subtypes

This paper introduces MAGIC, a multi-scale semi-supervised clustering method for brain imaging data to identify disease subtypes, and evaluates its performance on simulated and clinical datasets.

Genetic influence on resting state networks in young male and female adults

This study investigates genetic influence on brain functional connectivity using twin data, finding greater genetic influence in posterior brain regions and gender-specific differences in auditory-language and task-positive networks.