Xia Wu

Visual Regularities Underlie Hierarchical Object Representations in the Human Brain and Self-supervised DNN

This study shows that both human brains and self-supervised DNNs use visual regularities to form hierarchical object representations.

Individualized Cerebellar Damage Predicts the Behavioral Disorders in Children with Brainstem Tumors

The paper identifies cerebellar damage patterns in children with brainstem tumors and links them to specific behavioral disorders using segmentation and predictive modeling.

Prior-guided Individualized Thalamic Parcellation based on Local Diffusion Characteristics using Deep Learning

This paper develops a deep learning method for individualized thalamic parcellation using diffusion MRI, combining group atlas guidance with single-subject data to improve accuracy and reproducibility.

Uncovering the Genetic Profiles Underlying the Intrinsic Organization of the Human Cerebellum

The paper identifies 443 network-specific genes in the human cerebellum and links their co-expression patterns to intra-cerebellar functional connectivity, revealing gene subsets related to neurodevelopment and neurotransmission.