2 citations · 3 across the 4 of their papers we have counts for
4 papers
Performance of Conventional EEG Biomarkers Across Different Clinical Phases of Major Depressive Disorder: A Comprehensive Evaluation
Feng Yan, Xuteng Wang, Shuyu Yang +3
While EEG features differentiate Major Depressive Disorder (MDD) from healthy controls (HC), their clinical utility as biomarkers depends on a monotonic trajectory across the disea…
CRCC: Contrast-Based Robust Cross-Subject and Cross-Site Representation Learning for EEG
Xiaobin Wong, Zhonghua Zhao, Haoran Guo +5
EEG-based neural decoding models often fail to generalize across acquisition sites due to structured, site-dependent biases implicitly exploited during training. We reformulate cro…
A Bi-Pyramid Multimodal Fusion Method for the Diagnosis of Bipolar Disorders
Guoxin Wang, Sheng Shi, Shan An +5
Previous research on the diagnosis of Bipolar disorder has mainly focused on resting-state functional magnetic resonance imaging. However, their accuracy can not meet the requireme…
Multi-Dimension-Embedding-Aware Modality Fusion Transformer for Psychiatric Disorder Clasification
Guoxin Wang, Xuyang Cao, Shan An +5
Deep learning approaches, together with neuroimaging techniques, play an important role in psychiatric disorders classification. Previous studies on psychiatric disorders diagnosis…