Kuaikuai Duan

Genetic insights on the mechanisms of human cortical folding

This study identifies genetic maps of human sulcal complexity using rare and common variants, revealing new mechanistic pathways for cortical morphogenesis.

A Novel Registration Framework for Aligning Longitudinal Infant Brain Tensor Images

This paper introduces a groupwise registration framework for longitudinal infant DTI images, improving alignment accuracy through clustering and sample-specific common space alignment.

aNy-way ICA and its application to estimate cortico-thalamo-cerebellar functional links in schizophrenia

This paper uses aNy-way ICA to identify a cortico-thalamo-cerebellar circuit in schizophrenia, showing altered connectivity and cognitive impairments across multiple datasets.

Genetic background of grey matter brain networks related to attention-deficit/hyperactivity disorder

The paper identifies ten genes associated with ADHD-related grey matter brain networks in a sample of 899 individuals.

Network modules linking expression and methylation in prefrontal cortex of schizophrenia

The paper identifies and replicates expression and methylation modules in schizophrenia patients and healthy controls, showing their association with astrocyte and oligodendrocyte functions and genetic risk.

Sparse parallel independent component analysis and its application to identify linked genomic and gray matter alterations underlying working memory impairment in attention-deficit/hyperactivity disorder

This paper introduces spICA to link genomic and brain imaging data, identifying a SNP and GMV association in ADHD linked to working memory deficits.

aNy-way Independent Component Analysis

This paper introduces aNy-way ICA, a new method for multimodal data fusion that maximizes source independence and modality correlations without orthogonality constraints, outperforming existing methods in source recovery accuracy.

Structural Brain Alterations and Their Association with Cognitive Function and Symptoms in Attention-Deficit/Hyperactivity Disorder Families

The paper identifies structural brain network alterations in ADHD and their association with symptoms and cognitive function using source-based morphometry in a family cohort.