Bin Hu

Research output

Research output per year 2002 2021 2022 2023 2025

• 357 Article
• 193 Conference contribution
• 23 Editorial
• 16 Review article
• 12 More
  • 4 Comment/debate
  • 4 Conference article
  • 2 Paper
  • 1 Chapter
  • 1 Short survey

Research output per year

Research output per year

Search results

• 2025

  Depression recognition using high-order generalized multilayer brain functional network fused with EEG multi-domain information

  Qu, S., Wang, D., Yan, C., Chu, N., Li, Z., Luo, G., Chen, H., Liu, X., Zhang, X., Dong, Q., Li, X., Sun, S. & Hu, B., Feb 2025, In: Information Fusion. 114, 102723.

  Research output: Contribution to journal › Article › peer-review

  • Domain Information 100%
  • Functional Network 100%
  • Major Depressive Disorder 100%
  • Electroencephalography 100%
  • Classification Performance 25%
• 2024

  A Cerebellum-Inspired Control Scheme for Kinematic Control of Redundant Manipulators

  Chen, X., Jin, L. & Hu, B., 1 Jul 2024, In: IEEE Transactions on Industrial Electronics. 71, 7, p. 7542-7550 9 p.

  Research output: Contribution to journal › Article › peer-review

  • Identity Matrix 100%
  3 Citations (Scopus)

• Achieving EEG-based depression recognition using Decentralized-Centralized structure

  Shao, X., Ying, M., Zhu, J., Li, X. & Hu, B., Sept 2024, In: Biomedical Signal Processing and Control. 95, 106402.

  Research output: Contribution to journal › Article › peer-review

  • Spatial Distribution 100%
  • Deep Learning 100%
  • Electroencephalography 100%
  • Classification Performance 50%
  • Attention (Machine Learning) 50%
  1 Citation (Scopus)

• Aim Where You Look: Eye-Tracking-Based UAV Control Framework for Automatic Target Aiming

  Yang, M., Wang, J., Gao, Y. & Hu, B., 2024, (Accepted/In press) In: IEEE Internet of Things Journal. p. 1 1 p.

  Research output: Contribution to journal › Article › peer-review

  • Unmanned Aerial Vehicle 100%
  • Control Framework 100%
  • Vehicle Control 100%
  • Object Detection 16%
  • Experimental Result 8%
  2 Citations (Scopus)

• A Multi-Level Alignment and Cross-Modal Unified Semantic Graph Refinement Network for Conversational Emotion Recognition

  Zhang, X., Cui, W., Hu, B. & Li, Y., 2024, (Accepted/In press) In: IEEE Transactions on Affective Computing. p. 1-13 13 p.

  Research output: Contribution to journal › Article › peer-review

  • Level Relationship 100%
  • Closest Neighbor 100%
  2 Citations (Scopus)

• An FFT-Based DC Offset Compensation and I/Q Imbalance Correction Algorithm for Bioradar Sensors

  Tian, F., Zhu, L., Shi, Q., Jin, X., Cai, R., Dong, Q., Zhao, Q. & Hu, B., 1 Mar 2024, In: IEEE Transactions on Microwave Theory and Techniques. 72, 3, p. 1900-1910 11 p.

  Research output: Contribution to journal › Article › peer-review

  • Demodulation 100%
  • Fast Fourier Transform 100%
  • Direct Current 66%
  • Baseband Signal 66%
  • Obtains 33%
  4 Citations (Scopus)

• A novel framework for tongue feature extraction framework based on sublingual vein segmentation

  Wan, X., Hu, Y., Qiu, D., Zhang, J., Wang, X., Zhang, F. & Hu, B., 2024, (Accepted/In press) In: IEEE Transactions on Nanobioscience.

  Research output: Contribution to journal › Article › peer-review

  • Tongue 100%
  • Feature Extraction 100%
  • Traditional Chinese Medicine 14%
  • Circulation 14%
  • Polyp 14%

• A Robust Causal Brain Network Measure and Its Application on Ictal Electrocorticogram Analysis of Drug-resistant Epilepsy

  Wang, Y., Lin, W., Peng, H., Zhou, L., Chen, W. & Hu, B., 2024, (Accepted/In press) In: IEEE Transactions on Neural Systems and Rehabilitation Engineering. p. 1 1 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Electrocorticography 100%

• Automated Diagnosis of Major Depressive Disorder With Multi-Modal MRIs Based on Contrastive Learning: A Few-Shot Study

  Li, T., Guo, Y., Zhao, Z., Chen, M., Lin, Q., Hu, X., Yao, Z. & Hu, B., 2024, In: IEEE Transactions on Neural Systems and Rehabilitation Engineering. 32, p. 1566-1576 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Major Depressive Disorder 100%
  • Magnetic Resonance Imaging 100%
  • Default Mode Network 25%
  • Cerebellum 25%
  3 Citations (Scopus)

• Benchmarking Micro-action Recognition: Dataset, Method, and Application

  Guo, D., Li, K., Hu, B., Zhang, Y. & Wang, M., 2024, (Accepted/In press) In: IEEE Transactions on Circuits and Systems for Video Technology. p. 1 1 p.

  Research output: Contribution to journal › Article › peer-review

  • Action Recognition 100%
  • Benchmarking 100%
  • Action Network 100%
  • Residual Neural Network 33%
  • Source Codes 33%
  10 Citations (Scopus)

• CiABL: Completeness-induced Adaptative Broad Learning for Cross-Subject Emotion Recognition with EEG and Eye Movement Signals

  Gong, X., Chen, C. L. P., Hu, B. & Zhang, T., 2024, (Accepted/In press) In: IEEE Transactions on Affective Computing. p. 1-15 15 p.

  Research output: Contribution to journal › Article › peer-review

  • Physiological Signal 100%
  • Conditional Distribution 100%
  • High Correlation 100%
  • Correlation Information 100%
  • Generalization Performance 100%
  2 Citations (Scopus)

• Deep Fusion of Multi-Template Using Spatio-Temporal Weighted Multi-Hypergraph Convolutional Networks for Brain Disease Analysis

  Liu, J., Cui, W., Chen, Y., Ma, Y., Dong, Q., Cai, R., Li, Y. & Hu, B., 1 Feb 2024, In: IEEE Transactions on Medical Imaging. 43, 2, p. 860-873 14 p.

  Research output: Contribution to journal › Article › peer-review

  • DNA Template 100%
  • Encephalopathy 100%
  • Mild Cognitive Impairment 37%
  • Pervasive Developmental Disorder 37%
  • Functional Magnetic Resonance Imaging 25%
  7 Citations (Scopus)

• Deep Multiview Module Adaption Transfer Network for Subject-Specific EEG Recognition

  Cui, W., Xiang, Y., Wang, Y., Yu, T., Liao, X. F., Hu, B. & Li, Y., 2024, (Accepted/In press) In: IEEE Transactions on Neural Networks and Learning Systems. p. 1-14 14 p.

  Research output: Contribution to journal › Article › peer-review

  • Code Implementation 100%
  • Distribution of Source 33%
  • Transfer of Learning 20%
  2 Citations (Scopus)

• Deep Tensor Spectral Clustering Network Via Ensemble of Multiple Affinity Tensors

  Cai, H., Hu, Y., Qi, F., Hu, B. & Cheung, Y. M., 2024, (Accepted/In press) In: IEEE Transactions on Pattern Analysis and Machine Intelligence. p. 1-12 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Similarities 100%
  • Spectral Clustering 100%
  • Demonstrates 50%
  • Applicability 50%
  • Deep Neural Network 50%
  1 Citation (Scopus)

• DepMSTAT: Multimodal Spatio-Temporal Attentional Transformer for Depression Detection

  Tao, Y., Yang, M., Li, H., Wu, Y. & Hu, B., 2024, (Accepted/In press) In: IEEE Transactions on Knowledge and Data Engineering. p. 1-12 12 p.

  Research output: Contribution to journal › Article › peer-review

  • Social Medium Data 100%
  • Acoustic Feature 66%
  • Visual Feature 66%
  • Classifier 33%
  • Temporal Feature 33%
  11 Citations (Scopus)

• Effective hyper-connectivity network construction and learning: Application to major depressive disorder identification

  DIRECT Consortium, Mar 2024, In: Computers in Biology and Medicine. 171, 108069.

  Research output: Contribution to journal › Article › peer-review

  • Major Depressive Disorder 100%
  • Functional Magnetic Resonance Imaging 66%
  • Functional Connectivity 66%
  • Cognitive Process 33%
  • Brain Function 33%
  3 Citations (Scopus)

• Emotion Recognition From Multimodal Physiological Signals via Discriminative Correlation Fusion With a Temporal Alignment Mechanism

  Hou, K., Zhang, X., Yang, Y., Zhao, Q., Yuan, W., Zhou, Z., Zhang, S., Li, C., Shen, J. & Hu, B., 1 May 2024, In: IEEE Transactions on Cybernetics. 54, 5, p. 3079-3092 14 p.

  Research output: Contribution to journal › Article › peer-review

  • Central Nervous System 100%
  • Autonomic Nervous System 100%
  • Canonical Correlation Analysis 100%
  • Nervous System 100%
  • Physiological Signal 100%
  3 Citations (Scopus)

• Enhancing user sequence representation with cross-view collaborative learning for depression detection on Sina Weibo

  Zhang, Z., Li, Z., Zhu, J., Guo, Z., Shi, B. & Hu, B., 7 Jun 2024, In: Knowledge-Based Systems. 293, 111650.

  Research output: Contribution to journal › Article › peer-review

  • Individual Post 100%
  2 Citations (Scopus)

• Estimating Functional Brain Networks by Low-Rank Representation With Local Constraint

  Li, Z., Zheng, W., Liu, H., Liu, J., Yan, C., Wang, Z., Hu, B. & Dong, Q., 2024, In: IEEE Transactions on Neural Systems and Rehabilitation Engineering. 32, p. 684-695 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Functional Connectivity 100%
  • Low-Rank Representation 100%
  • Connectivity Matrix 50%
  • Primary Research 50%
  • Disease Patient 50%
  1 Citation (Scopus)

• Fine-grained features characterize hippocampal and amygdaloid change pattern in Parkinson's disease and discriminate cognitive-deficit subtype

  Zhang, L., Zhang, P., Dong, Q., Zhao, Z., Zheng, W., Zhang, J., Hu, X., Yao, Z. & Hu, B., Jan 2024, In: CNS Neuroscience and Therapeutics. 30, 1, e14480.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • High-Resolution Method 100%
  1 Citation (Scopus)

• Gaze Patterns in Children With Autism Spectrum Disorder to Emotional Faces: Scanpath and Similarity

  Zhou, W., Yang, M., Tang, J., Wang, J. & Hu, B., 2024, In: IEEE Transactions on Neural Systems and Rehabilitation Engineering. 32, p. 865-874 10 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Face 100%
  • Pervasive Developmental Disorder 100%
  • Visual Pattern 100%
  • Eye Movement 37%
  • Short-Term Memory 25%
  3 Citations (Scopus)

• Improving brain age prediction with anatomical feature attention-enhanced 3D-CNN

  Zhang, Y., Xie, R., Beheshti, I., Liu, X., Zheng, G., Wang, Y., Zhang, Z., Zheng, W., Yao, Z. & Hu, B., Feb 2024, In: Computers in Biology and Medicine. 169, 107873.

  Research output: Contribution to journal › Article › peer-review

  • Brain Age 100%
  • Structural Magnetic Resonance Imaging 50%
  • Neurological Disorder 25%
  5 Citations (Scopus)

• LEPCNet: A Lightweight End-to-End PCG Classification Neural Network Model for Wearable Devices

  Zhu, L., Qiu, W., Ma, Y., Tian, F., Sun, M., Wang, Z., Qian, K., Hu, B., Yamamoto, Y. & Schuller, B. W., 2024, In: IEEE Transactions on Instrumentation and Measurement. 73, p. 1-11 11 p., 2511111.

  Research output: Contribution to journal › Article › peer-review

  • Experimental Result 100%
  • Wearable Device 100%
  • Computational Complexity 100%
  • Neural Network Model 100%
  • Long Short-Term Memory Network 50%
  3 Citations (Scopus)

• MSTCA-Net: A Novel Impervious Surface Extraction Method Based on a Multistage Transformer

  Wan, X., Zhang, W., Qiu, D., Li, S., Zhang, F., Sun, Z. & Hu, B., 2024, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 17, p. 17945-17956 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Experimental Result 100%
  • Metrics 100%
  • Limitations 100%
  • Road 100%
  • Multiscale 100%

• Multi-level semantic enhancement based on self-distillation BERT for Chinese named entity recognition

  Li, Z., Cao, S., Zhai, M., Ding, N., Zhang, Z. & Hu, B., 14 Jun 2024, In: Neurocomputing. 586, 127637.

  Research output: Contribution to journal › Article › peer-review

  • Bidirectional Encoder Representations From Transformers 100%
  • Named Entity Recognition 100%
  • Experimental Result 20%
  • Granularity 20%
  • Data Augmentation 20%
  4 Citations (Scopus)

• Realize Generative Yet Complete Latent Representation for Incomplete Multi-View Learning

  Cai, H., Huang, W., Yang, S., Ding, S., Zhang, Y., Hu, B., Zhang, F. & Cheung, Y. M., 1 May 2024, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 46, 5, p. 3637-3652 16 p., 10373887.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Tasks 100%
  • Demonstrates 100%
  • Experimental Result 100%
  • Limitations 100%
  • Illustrates 100%

• Rich Club Reorganization in Nurses Before and After the Onset of Occupational Burnout: A Longitudinal MRI Study

  Chen, M., Su, Q., Zhao, Z., Li, T., Yao, Z., Zheng, W., Han, L. & Hu, B., 2024, (Accepted/In press) In: Journal of Magnetic Resonance Imaging.

  Research output: Contribution to journal › Article › peer-review

  • Nuclear Magnetic Resonance Imaging 100%
  • Burnout 100%
  • Nursing Staff 33%
  • Emotional Exhaustion 33%
  • Partial Least Squares Regression 16%
  1 Citation (Scopus)

• Sora for Computational Social Systems: From Counterfactual Experiments to Artificiofactual Experiments With Parallel Intelligence

  Qin, R., Wang, F. Y., Zheng, X., Ni, Q., Li, J., Xue, X. & Hu, B., 1 Apr 2024, In: IEEE Transactions on Computational Social Systems. 11, 2, p. 1531-1550 20 p.

  Research output: Contribution to journal › Article › peer-review
  13 Citations (Scopus)

• Spatio-temporal scale information fusion of Functional Near-Infrared Spectroscopy signal for depression detection

  Zhong, J., Ma, G., Zhang, L., Wang, Q., Qiao, S., Peng, H. & Hu, B., 11 Jan 2024, In: Knowledge-Based Systems. 283, 111165.

  Research output: Contribution to journal › Article › peer-review

  • Early Detection 100%
  • Objective Function 50%
  • Clinical Application 50%
  • Feature Extraction 50%
  • Alternating Direction Method of Multipliers 50%
  4 Citations (Scopus)

• Stimulus-Response Patterns: The Key to Giving Generalizability to Text-based Depression Detection Models

  Liu, Z., Wu, Y., Zhang, H., Li, G., Ding, Z. & Hu, B., 2024, (Accepted/In press) In: IEEE Journal of Biomedical and Health Informatics. p. 1-12 12 p.

  Research output: Contribution to journal › Article › peer-review

  • Generalizability 100%
  • Response Pattern 100%
  • Stimulus Response 100%
  • Interpretability 16%
  • Content Analysis 16%
  1 Citation (Scopus)

• 探索心理生理计算场理论

  Translated title of the contribution: Exploring the Theory of Computational Psychophysiology FieldHu, B., Qian, K., Dong, Q., Shen, J., Sun, S., Sun, N. & Cai, R., Jul 2024, In: Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology. 44, 7, p. 740-749 10 p.

  Research output: Contribution to journal › Article › peer-review

  • Psychophysiology 100%
  • Artificial Intelligence 25%
  • Big Data 25%
• 2023

  Aberrant Static and Dynamic Functional Brain Network in Depression Based on EEG Source Localization

  Lin, X., Kong, W., Li, J., Shao, X., Jiang, C., Yu, R., Li, X. & Hu, B., 1 May 2023, In: IEEE/ACM Transactions on Computational Biology and Bioinformatics. 20, 3, p. 1876-1889 14 p.

  Research output: Contribution to journal › Article › peer-review

  • Electroencephalography 100%
  • Brain Network 100%
  • Functional Connectivity 50%
  • Default Mode Network 50%
  • Dynamic Method 50%
  3 Citations (Scopus)

• A Compact Dual-Mode Pattern-Reconfigurable Wearable Antenna for the 2.4-GHz WBAN Application

  Gao, G. P., Zhang, B. K., Dong, J. H., Dou, Z. H., Yu, Z. Q. & Hu, B., 1 Feb 2023, In: IEEE Transactions on Antennas and Propagation. 71, 2, p. 1901-1906 6 p.

  Research output: Contribution to journal › Article › peer-review

  • Antenna 100%
  • Measured Result 20%
  • Operating Mode 20%
  • Specific Absorption Rate 20%
  • Rectangular Patch 20%
  21 Citations (Scopus)

• A facial depression recognition method based on hybrid multi-head cross attention network

  Li, Y., Liu, Z., Zhou, L., Yuan, X., Shangguan, Z., Hu, X. & Hu, B., 2023, In: Frontiers in Neuroscience. 17, 1188434.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Neural Network 100%
  • Face 100%
  • Spatial Locality 50%
  2 Citations (Scopus)

• Affective Brain-Computer Interfaces (aBCIs): A Tutorial

  Wu, D., Lu, B. L., Hu, B. & Zeng, Z., 1 Oct 2023, In: Proceedings of the IEEE. 111, 10, p. 1314-1332 19 p.

  Research output: Contribution to journal › Article › peer-review

  • Decision Making 100%
  • Human Cognition 100%
  • Nervous System 100%
  • Brain-Computer Interface 100%
  • Interface Dataset 10%
  22 Citations (Scopus)

• Age-Related Differences of Cortical Topology Across the Adult Lifespan: Evidence From a Multisite MRI Study With 1427 Individuals

  Wang, Y., Zhang, Y., Zheng, W., Liu, X., Zhao, Z., Li, S., Chen, N., Yang, L., Fang, L., Yao, Z. & Hu, B., Feb 2023, In: Journal of Magnetic Resonance Imaging. 57, 2, p. 434-443 10 p.

  Research output: Contribution to journal › Article › peer-review

  • Magnetic Resonance Imaging 100%
  • Brain Network 100%
  • Morphology 100%
  • Default Mode Network 50%
  • Information Processing 50%
  8 Citations (Scopus)

• A hybrid SVM and kernel function-based sparse representation classification for automated epilepsy detection in EEG signals

  Wang, Q., Kong, W., Zhong, J., Shan, Z., Wang, J., Li, X., Peng, H. & Hu, B., 28 Dec 2023, In: Neurocomputing. 562, 126874.

  Research output: Contribution to journal › Article › peer-review

  • Support Vector Machine 100%
  • Sparse Representation 100%
  • Kernel Function 100%
  • Experimental Result 12%
  • Machine Learning 12%
  3 Citations (Scopus)

• Altered Brain Dynamics and Their Ability for Major Depression Detection Using EEG Microstates Analysis

  Li, J., Li, N., Shao, X., Chen, J., Hao, Y., Li, X. & Hu, B., 1 Jul 2023, In: IEEE Transactions on Affective Computing. 14, 3, p. 2116-2126 11 p.

  Research output: Contribution to journal › Article › peer-review

  • Orbital Part of Inferior Frontal Gyrus 100%
  • Pathology of Depression 100%
  11 Citations (Scopus)

• Analysis of Altered Brain Dynamics During Episodic Recall and Detection of Generalized Anxiety Disorder

  Wang, D., Wen, W., Zhang, X., Wu, H., Lei, C., Chao, J., Zhong, J., Peng, H. & Hu, B., 1 Aug 2023, In: Neuroscience. 524, p. 37-51 15 p.

  Research output: Contribution to journal › Article › peer-review

  • Generalized Anxiety Disorder 100%
  • Electroencephalogram 71%
  • Fusiform Gyrus 14%
  • Parietal Lobe 14%
  • Temporal Lobe 14%
  3 Citations (Scopus)

• Analysis of functional connectivity in depression based on a weighted hyper-network method

  Shao, X., Kong, W., Sun, S., Li, N., Li, X. & Hu, B., 1 Feb 2023, In: Journal of Neural Engineering. 20, 1, 016023.

  Research output: Contribution to journal › Article › peer-review

  • Functional Connectivity 100%
  • Experimental Result 50%
  • Regression Method 50%
  • Edge Information 50%
  • Order Relationship 50%
  3 Citations (Scopus)

• An attention-based multi-modal MRI fusion model for major depressive disorder diagnosis

  Zheng, G., Zheng, W., Zhang, Y., Wang, J., Chen, M., Wang, Y., Cai, T., Yao, Z. & Hu, B., 1 Dec 2023, In: Journal of Neural Engineering. 20, 6, 066005.

  Research output: Contribution to journal › Article › peer-review

  • Major Depressive Disorder 100%
  • Magnetic Resonance Imaging 100%
  • Functional Magnetic Resonance Imaging 22%
  • Brain Function 11%
  • Structural Magnetic Resonance Imaging 11%
  5 Citations (Scopus)

• An interaction design model for virtual reality mindfulness meditation using imagery-based transformation and positive feedback

  She, Y., Wang, Q., Liu, F., Lin, L., Yang, B. & Hu, B., 1 May 2023, In: Computer Animation and Virtual Worlds. 34, 3-4, e2184.

  Research output: Contribution to journal › Article › peer-review

  • Virtual Reality 100%
  • Interaction Design 100%
  • Mindfulness Meditation 100%
  • Positive Feedback 100%
  • Negative Emotion 40%
  4 Citations (Scopus)

• A performant and incremental algorithm for knowledge graph entity typing

  Li, Z., Huang, R., Zhai, M., Zhang, Z. & Hu, B., Sept 2023, In: World Wide Web. 26, 5, p. 2453-2470 18 p.

  Research output: Contribution to journal › Article › peer-review

  • Incremental Algorithm 100%
  • Local Neighborhood 100%
  2 Citations (Scopus)

• A radius-incorporated localized multiple kernel learning algorithm for detecting depression in speech

  Jiang, H., Hu, B., Liu, Z., Wang, G. & Zhang, L., Jul 2023, In: International Journal of Speech Technology. 26, 2, p. 371-378 8 p.

  Research output: Contribution to journal › Article › peer-review

  • Multiple Kernel Learning 100%
  • Learning Algorithm 100%
  • Classification Performance 50%
  • Computational Complexity 50%
  • Classification Accuracy 50%

• Association of aberrant brain network dynamics with gut microbial composition uncovers disrupted brain–gut–microbiome interactions in irritable bowel syndrome: Preliminary findings

  Yang, L., Liu, G., Li, S., Yao, C., Zhao, Z., Chen, N., Zhang, P., Shang, Y., Wang, Y., Zhang, D., Tian, X., Zhang, J., Yao, Z. & Hu, B., Nov 2023, In: European Journal of Neurology. 30, 11, p. 3529-3539 11 p.

  Research output: Contribution to journal › Article › peer-review

  • Dynamics 100%
  • Gut 100%
  • Irritable Bowel Syndrome 100%
  • Functional Connectivity 87%
  • Gut Microbiome 42%
  2 Citations (Scopus)

• Attention-Rectified and Texture-Enhanced Cross-Attention Transformer Feature Fusion Network for Facial Expression Recognition

  Sun, M., Cui, W., Zhang, Y., Yu, S., Liao, X., Hu, B. & Li, Y., 1 Dec 2023, In: IEEE Transactions on Industrial Informatics. 19, 12, p. 11823-11832 10 p.

  Research output: Contribution to journal › Article › peer-review

  • Facial Expression 100%
  • Local Binary Pattern 25%
  • Multiple Convolution 25%
  • Occurrence Matrix 25%
  • Recognition Network 25%
  15 Citations (Scopus)

• Automatic Assessment of Depression and Anxiety through Encoding Pupil-wave from HCI in VR Scenes

  Li, M., Zhang, W., Hu, B., Kang, J., Wang, Y. & Lu, S., 25 Sept 2023, In: ACM Transactions on Multimedia Computing, Communications and Applications. 20, 2, 42.

  Research output: Contribution to journal › Article › peer-review

  • Signal Processing 100%
  • Physical Examination 100%
  • Multi-Scale Convolution Module 25%
  • Performance Assessment 25%
  43 Citations (Scopus)

• Automatic Diagnosis of Major Depressive Disorder Using a High- and Low-Frequency Feature Fusion Framework

  Wang, J., Li, T., Sun, Q., Guo, Y., Yu, J., Yao, Z., Hou, N. & Hu, B., Nov 2023, In: Brain Sciences. 13, 11, 1590.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Major Depressive Disorder 100%
  • Computer Assisted Diagnosis 100%
  • Structural Magnetic Resonance Imaging 100%
  • Functional Magnetic Resonance Imaging 33%
  • Diffusion Tensor Imaging 33%
  2 Citations (Scopus)

• Battling with the low-resource condition for snore sound recognition: introducing a meta-learning strategy

  Li, J., Sun, M., Zhao, Z., Li, X., Li, G., Wu, C., Qian, K., Hu, B., Yamamoto, Y. & Schuller, B. W., Dec 2023, In: Eurasip Journal on Audio, Speech, and Music Processing. 2023, 1, 43.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Audio Analysis 100%
  1 Citation (Scopus)

• Brain function changes reveal rapid antidepressant effects of nitrous oxide for treatment-resistant depression:Evidence from task-state EEG

  Shao, X., Yan, D., Kong, W., Sun, S., Liao, M., Ou, W., Zhang, Y., Zheng, F., Li, X., Li, L. & Hu, B., Apr 2023, In: Psychiatry Research. 322, 115072.

  Research output: Contribution to journal › Article › peer-review

  • Functional Connectivity 100%
  • Event-Related Potential 100%
  • Depression 100%
  • Treatment-Resistant Depression 100%
  • Nitrous Oxide 100%
  4 Citations (Scopus)