2025
Depression recognition using high-order generalized multilayer brain functional network fused with EEG multi-domain information.
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Inf. Fusion, 2025
2024
Advancements in Affective Disorder Detection: Using Multimodal Physiological Signals and Neuromorphic Computing Based on SNNs.
IEEE Trans. Comput. Soc. Syst., December, 2024
Tensor Correlation Fusion for Multimodal Physiological Signal Emotion Recognition.
IEEE Trans. Comput. Soc. Syst., December, 2024
Adaptive Weight and Wasserstein Distance Constrained Low-Rank Sparse Representation Method for Functional Connectivity Network Estimation.
IEEE Trans. Comput. Soc. Syst., December, 2024
Declined Tactile Angle Discrimination in Young Patients With Migraine Without Aura or Tension-Type Headache.
IEEE Trans. Comput. Soc. Syst., October, 2024
A Multiview Brain Network Transformer Fusing Individualized Information for Autism Spectrum Disorder Diagnosis.
IEEE J. Biomed. Health Informatics, August, 2024
A Study of Major Depressive Disorder Based on Resting-State Multilayer EEG Function Network.
IEEE Trans. Comput. Soc. Syst., April, 2024
A Novel Intelligence Evaluation Framework: Exploring the Psychophysiological Patterns of Gifted Students.
IEEE Trans. Comput. Soc. Syst., April, 2024
A Multiview Sparse Dynamic Graph Convolution-Based Region-Attention Feature Fusion Network for Major Depressive Disorder Detection.
IEEE Trans. Comput. Soc. Syst., April, 2024
Deep Fusion of Multi-Template Using Spatio-Temporal Weighted Multi-Hypergraph Convolutional Networks for Brain Disease Analysis.
IEEE Trans. Medical Imaging, February, 2024
Physiological Electrosignal Asynchronous Acquisition Technology: Insight and Perspectives.
IEEE Trans. Comput. Soc. Syst., February, 2024
DECIDER: A Rule-Controllable Decoding Strategy for Language Generation by Imitating Dual-System Cognitive Theory.
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CoRR, 2024
Effective hyper-connectivity network construction and learning: Application to major depressive disorder identification.
Comput. Biol. Medicine, 2024
2023
Correlation Studies of Hippocampal Morphometry and Plasma NFL Levels in Cognitively Unimpaired Subjects.
IEEE Trans. Comput. Soc. Syst., December, 2023
The Three-Lead EEG Sensor: Introducing an EEG-Assisted Depression Diagnosis System Based on Ant Lion Optimization.
IEEE Trans. Biomed. Circuits Syst., December, 2023
Clustering-Fusion Feature Selection Method in Identifying Major Depressive Disorder Based on Resting State EEG Signals.
IEEE J. Biomed. Health Informatics, July, 2023
Depression Recognition From EEG Signals Using an Adaptive Channel Fusion Method via Improved Focal Loss.
IEEE J. Biomed. Health Informatics, July, 2023
2022
Fundamentals of Computational Psychophysiology: Theory and Methodology.
IEEE Trans. Comput. Soc. Syst., 2022
Psychological Field Versus Physiological Field: From Qualitative Analysis to Quantitative Modeling of the Mental Status.
IEEE Trans. Comput. Soc. Syst., 2022
When Traditional Chinese Medicine Meets AI: A Novel Depression Treatment Paradigm based on Transcutaneous Vagus Nerve Stimulation.
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Proceedings of the 10th International Conference on Affective Computing and Intelligent Interaction, ACII 2022, 2022
2021
Developing univariate neurodegeneration biomarkers with low-rank and sparse subspace decomposition.
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Medical Image Anal., 2021
Tetrahedral spectral feature-Based bayesian manifold learning for grey matter morphometry: Findings from the Alzheimer's disease neuroimaging initiative.
Medical Image Anal., 2021
Predicting future cognitive decline with hyperbolic stochastic coding.
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Medical Image Anal., 2021
2019
Multi-task Dictionary Learning Based on Convolutional Neural Networks for Longitudinal Clinical Score Predictions in Alzheimer's Disease.
Proceedings of the Human Brain and Artificial Intelligence - First International Workshop, 2019
2013
A study on visual attention modeling - A linear regression method based on EEG.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
2011
User-centered depression prevention: An EEG approach to pervasive healthcare.
Proceedings of the 5th International Conference on Pervasive Computing Technologies for Healthcare, 2011