Cedric Huchuan Xia

Mobile Footprinting: Linking Individual Distinctiveness in Mobility Patterns to Mood, Sleep, and Brain Functional Connectivity

This study links individual mobility patterns to mood, sleep, and brain connectivity by identifying unique mobility footprints.

Linking Individual Differences in Personalized Functional Network Topography to Psychopathology in Youth

The paper examines how individual differences in functional brain network topography relate to psychopathology dimensions in youth using machine learning and fMRI data.

Developmental coupling of cerebral blood flow and fMRI fluctuations in youth

This study examines how cerebral blood flow and fMRI fluctuations are coupled in youth, finding age-related decreases, sex differences, and links to executive function.

Network controllability mediates the relationship between rigid structure and flexible dynamics

The paper investigates how structural brain networks influence functional dynamics through network controllability, finding that boundary controllability mediates the relationship between structural participation and functional flexibility.

Neurocognitive and Functional Heterogeneity in Depressed Youth

This study identifies three neurocognitive subtypes of depression in youth using machine learning, showing distinct neural signatures despite similar clinical symptoms.

Optimization of Energy State Transition Trajectory Supports the Development of Executive Function During Youth

The paper uses network control theory to show that structural brain networks mature during adolescence to reduce the energy cost of activating the frontoparietal system, supporting executive function development.

Multi-Scale Network Regression for Brain-Phenotype Associations

This paper introduces MSNR, a multi-scale network regression method that models brain networks at multiple scales, showing improved interpretability and performance in linking brain connectivity to phenotypes.

Individual Variation in Control Network Topography Supports Executive Function in Youth

This study shows how functional topography of brain networks changes with age and relates to executive function and brain organization in youth.

Development of structure-function coupling in human brain networks during youth

This study examines how structure-function coupling in brain networks develops during youth, finding it aligns with cortical hierarchies and supports cognitive improvements.

Linked dimensions of psychopathology and connectivity in functional brain networks

The paper identifies brain-based dimensions of psychopathology using sCCA in youths, finding four dimensions linked to functional dysconnectivity that replicate in an independent dataset.

The Impact of In-Scanner Head Motion on Structural Connectivity Derived from Diffusion Tensor Imaging

This paper evaluates how in-scanner head motion affects structural connectivity estimates from diffusion tractography in a developmental cohort, showing motion biases connectivity strength in a consistency and length-dependent manner.