Liyi Elliot Hong

This study finds elevated mitochondrial DNA levels in blood and neuronal extracellular vesicles in schizophrenia patients, linked to brain lactate and developmental stress.

The paper investigates the mitochondrial response to psychological stress using salivary cf-mtDNA and brain imaging, finding associations with brain metabolites and cortical thickness.

This paper introduces a multi-modal AI model for schizophrenia classification using imaging and genetic data, achieving 94.10% accuracy and identifying key brain regions and genes associated with the disorder.

This study investigates how structural brain alterations in schizophrenia relate to network architecture, finding hub susceptibility and shared epicenters across disease stages and disorders.

The paper analyzes brain functional connectomes in 40,000 individuals to identify aging-related network changes, finding two motor-related subnetworks with age-related declines in functional connectivity.

The paper examines how APOE4 modifies the effect of plasma LDL on white matter integrity in older adults, finding a significant moderation effect.

This paper introduces a new Mendelian Randomization method to estimate causal effects of multivariable brain imaging exposures and finds it outperforms existing methods in sensitivity, bias, and false discovery rate.

This paper introduces an adaptive dense subgraph discovery method to identify disease-related connectomic subnetworks from brain connectome data, showing improved performance in detecting schizophrenia-related subnetworks.

The paper uses machine learning to predict brain age from diffusion tensor imaging in schizophrenia patients and finds accelerated white matter aging is associated with cognitive deficits.

The paper shows that auditory cortex recovers masked speech features from both attended and ignored speakers in a two-talker mixture, suggesting active stream segregation.

The paper proposes a data-driven Bayesian method to select an optimal primary threshold in cluster-wise fMRI analysis, improving statistical power while controlling false discovery rate.

The paper identifies a rapid, attention-dependent neural response in the left temporal lobe that reflects the transition from phonetic to lexical processing during continuous speech perception.

The paper evaluates 15 candidate SNPs associated with psychiatric disorders using 6,165 diffusion MRI scans, finding no significant associations after correction for multiple testing.