Zhengwang Xia - Publications

Diagnostic classification of children and adolescents with high-functioning autism spectrum disorder based on brain functional network characteristics of the dense individualized and common connectivity-based cortical landmark model.

Journal: Frontiers in psychiatry

Published: May 27, 2026

Group-wise sparse coding for the discovery of functional connectivity-based biomarkers in children and adolescents with autism spectrum disorder.

Journal: Frontiers in psychiatry

Published: November 11, 2025

Joint Dynamic Brain Network Estimation and Graph Representation Learning for the Recognition of Neurological Disorders.

Journal: IEEE journal of biomedical and health informatics

Published: October 06, 2025

Brain Connectivity Estimation Network for the Identification of Dementia.

Journal: Brain sciences

Published: July 18, 2025

Brain-Shapelet: A Framework for Capturing Instantaneous Abnormalities in Brain Activity for Autism Spectrum Disorder Diagnosis.

Journal: IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society

Published: July 18, 2025

Fundus Peripapillary Vascular Changes in Autism Spectrum Disorder: A Cross-Sectional Study.

Journal: Autism research : official journal of the International Society for Autism Research

Published: April 28, 2025

FGLFA: A Federated Graph Learning-based Cross-Network Layer Feature Alignment Model for Major Depressive Disorder Identification.

Journal: IEEE journal of biomedical and health informatics

Published: April 02, 2025

Closed-loop pathways associated with clinical symptoms in children with autism spectrum disorder: a complex network analysis.

Journal: Quantitative imaging in medicine and surgery

Published: January 11, 2025

UCLN: Toward the Causal Understanding of Brain Disorders With Temporal Lag Dynamics.

Journal: IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society

Published: October 01, 2024

Learnable Brain Connectivity Structures for Identifying Neurological Disorders.

Journal: IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society

Published: August 20, 2024

Using interpretable machine learning methods to identify the relative importance of lifestyle factors for overweight and obesity in adults: pooled evidence from CHNS and NHANES.

Journal: BMC public health

Published: August 15, 2024

Exploring autism via the retina: Comparative insights in children with autism spectrum disorder and typical development.

Journal: Autism research : official journal of the International Society for Autism Research

Published: April 28, 2024