Junhai Xu

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.

Network Occlusion Sensitivity Analysis Identifies Regional Contributions to Brain Age Prediction

The paper trains a CNN model for brain age prediction and uses network occlusion sensitivity analysis to identify brain regions contributing to age prediction across the lifespan.

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.

Whole-brain functional connectivity neuromarkers uncover the cognitive recovery scheme for overt hepatic encephalopathy after liver transplantation

This study identifies functional connectivity neuromarkers that reveal distinct cognitive recovery patterns in patients with overt hepatic encephalopathy after liver transplantation.

Weighted RSA: an improved framework on the perception of audio-visual affective speech in left insula and superior temporal gyrus

This paper uses fMRI and RSA to study how the brain perceives audio-visual speech emotion, finding key roles for the left insula and superior temporal gyrus.