EmotionO+: Physiological signals knowledge representation and emotion reasoning model for mental health monitoring. - Yun Su; Bin Hu 001; Lixin Xu; Hanshu Cai; Philip Moore 001; Xiaowei Zhang 001; Jing Chen 002 (BIBM, 2014)

A Study on Attention Allocation of Psychological Distress Students Based on Eye Movement Data Analysis. - Bing Li 018; Bin Hu 001; Xiaowei Li 005; Juan Rao; Manman Wang; Hanshu Cai (HCC, 2014)

Feature selection of high-dimensional biomedical data using improved SFLA for disease diagnosis. - Yongqiang Dai; Bin Hu 001; Yun Su; Chengsheng Mao; Jing Chen 002; Xiaowei Zhang 001; Philip Moore 001; Lixin Xu; Hanshu Cai (BIBM, 2015)

Brief Discussion on Current Computerized Cognitive Behavioral Therapy. - Hanshu Cai; Shixin Wei; Xue Han; Lijuan Xu; Xiaocong Sha; Bin Hu 001 (BIH, 2015)

Pervasive EEG diagnosis of depression using Deep Belief Network with three-electrodes EEG collector. - Hanshu Cai; Xiaocong Sha; Xue Han; Shixin Wei; Bin Hu 001 (BIBM, 2016)

An ERP Study of Attentional Bias to Drug Cues in Heroin Dependence by Using Dot-Probe Task. - Zhijie Wei; Hanshu Cai; Qinglin Zhao; Quanli Han; Entan Ma; Guosheng Zhao; Hong Peng 003 (HCC, 2016)

Outcome Anticipation and Appraisal During Risk Decision Making in Heroin Addicts. - Jing Yang; Jitao Qin; Hanshu Cai; Quanli Han; Entan Ma; Guosheng Zhao; Bin Hu 001 (HCC, 2016)

EEG-based mild depressive detection using feature selection methods and classifiers. - Xiaowei Li 005; Bin Hu 001; Shuting Sun; Hanshu Cai (Comput. Methods Programs Biomed., 2016)

Abnormal EEG-based functional connectivity under a face-word stroop task in depression. - Zhenghao Guo; Hailiang Long; Li Yao 002; Xia Wu 001; Hanshu Cai (BIBM, 2017)

Detecting depression in speech: Comparison and combination between different speech types. - Hailiang Long; Zhenghao Guo; Xia Wu 001; Bin Hu 001; Zhenyu Liu 006; Hanshu Cai (BIBM, 2017)

Study on Depression Classification Based on Electroencephalography Data Collected by Wearable Devices. - Hanshu Cai; Yanhao Zhang; Xiaocong Sha; Bin Hu 001 (BI, 2017)

A Virtual-Reality Based Neurofeedback Game Framework for Depression Rehabilitation using Pervasive Three-Electrode EEG Collector. - Hanshu Cai; Ziyang Wang; Yanhao Zhang; Yunfei Chen 009; Bin Hu 001 (ChineseCSCW, 2017)

Resting state EEG based depression recognition research using voting strategy method. - Jing Yang; Junhong Niu; Shuai Zeng; Ying Wang 020; Rong La; Wandeng Mao; Hanshu Cai (BIBM, 2018)

The Impact of Digital Alarm Sound to Human Emotions: A Case Study. - Wenhan Han; Jiaqi Wang; Xiping Hu; Hanshu Cai; Jun Cheng 002; Zhaolong Ning (SMC, 2018)

EEG-Based Automatic Sleep Staging Using Ontology and Weighting Feature Analysis. - Bingtao Zhang; Tao Lei; Hong Liu 013; Hanshu Cai (Comput. Math. Methods Medicine, 2018)

A Pervasive Approach to EEG-Based Depression Detection. - Hanshu Cai; Jiashuo Han; Yunfei Chen 009; Xiaocong Sha; Ziyang Wang; Bin Hu 001; Jing Yang; Lei Feng 005; Zhijie Ding; Yiqiang Chen 001; Jürg Gutknecht (Complex., 2018)

Modelling Mental States via Computational Psychophysiology: Benefits and Challenges. - Weihao Zheng; Hanshu Cai; Zhijun Yao; Xiaowei Zhang 001; Xiaowei Li 005; Bin Hu 001 (HCC, 2019)

Exercise Intervention Framework of Emotion Regulation Based on Heart Rate Variability. - Han Xiao; Yi Zhang 093; Xinchen Lin; Hanshu Cai (HealthCom, 2020)

An Adaptive Attention Regulation Method Based on Biocybernetic Loop. - Yi Zhang 093; Han Xiao; Jian Zhang; Hanshu Cai (HealthCom, 2020)

Ubiquitous Depression Detection of Sleep Physiological Data by Using Combination Learning and Functional Networks. - Bingtao Zhang; Wenying Zhou; Hanshu Cai; Yun Su; Jinfeng Wang; Zhonglin Zhang; Tao Lei (IEEE Access, 2020)

MODMA dataset: a Multi-model Open Dataset for Mental-disorder Analysis. - Hanshu Cai; Yiwen Gao 006; Shuting Sun; Na Li; Fuze Tian; Han Xiao; Jianxiu Li; Zhengwu Yang; Xiaowei Li 005; Qinglin Zhao; Zhenyu Liu 006; Zhijun Yao; et al. (CoRR, 2020)

Feature-level fusion approaches based on multimodal EEG data for depression recognition. - Hanshu Cai; Zhidiao Qu; Zhe Li; Yi Zhang 093; Xiping Hu; Bin Hu 001 (Inf. Fusion, 2020)

Ontology-Based Decision Support Tool for Automatic Sleep Staging Using Dual-Channel EEG Data. - Bingtao Zhang; Zhifei Yang; Hanshu Cai; Jing Lian; Wenwen Chang; Zhonglin Zhang (Symmetry, 2020)

A Case-Based Reasoning Model for Depression Based on Three-Electrode EEG Data. - Hanshu Cai; Xiangzi Zhang; Yanhao Zhang; Ziyang Wang; Bin Hu 001 (IEEE Trans. Affect. Comput., 2020)

An Adaptive Neurofeedback Method for Attention Regulation Based on the Internet of Things. - Hanshu Cai; Yi Zhang 093; Han Xiao; Jian Zhang; Bin Hu 001; Xiping Hu (IEEE Internet Things J., 2021)

Undisturbed Mental State Assessment in the 5G Era: A Case Study of Depression Detection Based on Facial Expressions. - Minqiang Yang; Yu Ma; Zhenyu Liu 006; Hanshu Cai; Xiping Hu; Bin Hu 001 (IEEE Wirel. Commun., 2021)

Fundamentals of Computational Psychophysiology: Theory and Methodology. - Bin Hu 001; Jian Shen 004; Lixian Zhu; Qunxi Dong; Hanshu Cai; Kun Qian 003 (IEEE Trans. Comput. Soc. Syst., 2022)

Computer-Aided Recognition Based on Decision-Level Multimodal Fusion for Depression. - Bingtao Zhang; Hanshu Cai; Yubo Song; Tao Lei; Yanlin Li (IEEE J. Biomed. Health Informatics, 2022)

Life Field Theory: An Objective Presentation of the Dynamic Evolution of Human Life. - Xinyi Li; Hanshu Cai; Guihua Tian; Bin Hu 001 (IEEE Trans. Comput. Soc. Syst., 2023)

Functional brain network based on improved ensemble empirical mode decomposition of EEG for anxiety analysis and detection. - Bingtao Zhang; Chonghui Wang; Guanghui Yan; Yun Su; Tao Lei; Hanshu Cai (Biomed. Signal Process. Control., 2024)

PIE: A Personalized Information Embedded model for text-based depression detection. - Yang Wu; Zhenyu Liu 006; Jiaqian Yuan; Bailin Chen; Hanshu Cai; Lin Liu; Yimiao Zhao; Huan Mei; Jiahui Deng; Yanping Bao; Bin Hu 001 (Inf. Process. Manag., 2024)

Physiological Electrosignal Asynchronous Acquisition Technology: Insight and Perspectives. - Bin Hu 001; Lixian Zhu; Qunxi Dong; Kun Qian 003; Hanshu Cai; Fuze Tian (IEEE Trans. Comput. Soc. Syst., 2024)

Behavioral Information Feedback With Large Language Models for Mental Disorders: Perspectives and Insights. - Minqiang Yang; Yongfeng Tao; Hanshu Cai; Bin Hu 001 (IEEE Trans. Comput. Soc. Syst., 2024)

Study of Brainwave Entrainment Induced by 1-h-Long 40-Hz Flickering Stimulation. - Yizhou Tan; Zhe Li; Yong Zhou; Hanshu Cai; Haixia Qiu; Yue Zhao; Ying Gu (IEEE Trans. Comput. Soc. Syst., 2024)

MPDRM: A Multi-Scale Personalized Depression Recognition Model via facial movements. - Zhenyu Liu 006; Bailin Chen; Shimao Zhang; Jiaqian Yuan; Yang Wu; Hanshu Cai; Xin Chen; Lin Liu; Yimiao Zhao; Huan Mei; Jiahui Deng; Yanping Bao; et al. (Neurocomputing, 2025)

Transformer-based fusion model for mild depression recognition with EEG and pupil area signals. - Jing Zhu 003; Yuanlong Li; Changlin Yang; Hanshu Cai; Xiaowei Li 005; Bin Hu 001 (Medical Biol. Eng. Comput., 2025)