Xuegang Song
National Regional Key Technology Engineering Laboratory For Medical Ultrasound, Guangdong Key Laboratory For Biomedical Measurements And Ultrasound Imaging
Shenzhen, 518060, China
Shenzhen, 518060, China
Last Updated: 09/26/2026
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Found 14 publications
SF-DisenNet: Self-Supervised Function-Guided Disentanglement for Fine-Tuning-Free Brain Representation.
Journal: IEEE transactions on medical imaging
Published: August 26, 2026
From voxel discovery to regional interaction: A multi-level interpretable framework for Alzheimer's disease diagnosis.
Journal: Medical image analysis
Published: February 16, 2026
Brain network biomarkers for diagnosis and clinical stratification in multiple sclerosis: a longitudinal study integrating individualised structural covariance MRI with high-density EEG.
Journal: EBioMedicine
Published: December 15, 2025
Joint Brain Structure-Function Analysis with Correlation-Consistent Learning for Alzheimer's Disease Diagnosis.
Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
Published: December 03, 2025
Dual Attention Graph Convolutional Network Fusing Imaging and Genetic Data for Early Alzheimer's Disease Diagnosis.
Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
Published: March 05, 2025
Early Alzheimer's disease classification via structure and feature-based graph attention network from multi-center data.
Journal: Neural networks : the official journal of the International Neural Network Society
Published: February 25, 2025
A forward dynamics framework for parameter optimization of the EMG-driven musculoskeletal model.
Journal: Journal of neuroengineering and rehabilitation
Published: January 21, 2025
Developing a knowledge-guided federated graph attention learning network with a diffusion module to diagnose Alzheimer's disease.
Journal: Medical image analysis
Published: September 10, 2024
Knowledge-Aware Multisite Adaptive Graph Transformer for Brain Disorder Diagnosis.
Journal: IEEE transactions on medical imaging
Published: September 02, 2024
Federated Domain Adaptation via Transformer for Multi-Site Alzheimer's Disease Diagnosis.
Journal: IEEE transactions on medical imaging
Published: August 01, 2023
Research on the intelligent diagnosis of dementia.
Journal: Lancet regional health. Americas
Published: November 16, 2022
Multicenter and Multichannel Pooling GCN for Early AD Diagnosis Based on Dual-Modality Fused Brain Network.
Journal: IEEE transactions on medical imaging
Published: June 29, 2022
Last Updated: 09/26/2026