Predicting MCI progression with individual metabolic network based on longitudinal FDG-PET. - Yu Zhao; Zhijun Yao; Weihao Zheng; Jing Yang; Zhijie Ding; Mi Li; Shengfu Lu (BIBM, 2017)

A Resting-State Brain Functional Network Study in MDD Based on Minimum Spanning Tree Analysis and the Hierarchical Clustering. - Xiaowei Li 005; Zhuang Jing; Bin Hu 001; Jing Zhu 003; Ning Zhong 001; Mi Li; Zhijie Ding; Jing Yang; Lan Zhang; Lei Feng 005; Dennis Majoe (Complex., 2017)

Subject-independent emotion recognition based on physiological signals: a three-stage decision method. - Jing Chen 002; Bin Hu 001; Yue Wang; Philip Moore 001; Yongqiang Dai; Lei Feng 005; Zhijie Ding (BMC Medical Informatics Decis. Mak., 2017)

A novel study for MDD detection through task-elicited facial cues. - Jinlong Li; Zhenyu Liu 006; Zhijie Ding; Gangping Wang (BIBM, 2018)

Attentional bias in MDD: ERP components analysis and classification using a dot-probe task. - Xiaowei Li 005; Jianxiu Li; Bin Hu 001; Jing Zhu 003; Xuemin Zhang; Liuqing Wei; Ning Zhong 001; Mi Li; Zhijie Ding; Jing Yang; Lan Zhang (Comput. Methods Programs Biomed., 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)

Depression Detection from Electroencephalogram Signals Induced by Affective Auditory Stimuli. - Jian Shen 004; Xiaowei Zhang 001; Junlei Li; Yuanxi Li; Lei Feng 005; Changqing Hu; Zhijie Ding; Gang Wang; Bin Hu 001 (ACII, 2019)

Toward Depression Recognition Using EEG and Eye Tracking: An Ensemble Classification Model CBEM. - Jing Zhu 003; Zihan Wang; Shuai Zeng; Xiaowei Li 005; Bin Hu 001; Xin Zhang 034; Chen Xia; Lan Zhang; Zhijie Ding (BIBM, 2019)

Time-frequency Analysis Based on Hilbert-Huang Transform for Depression Recognition in Speech. - Zhenyu Liu 006; Yaping Xu; ZhiJie Ding; Qiongqiong Chen (BIBM, 2020)

A Novel Bimodal Fusion-based Model for Depression Recognition. - Zhenyu Liu 006; Dongyu Wang; ZhiJie Ding; Qiongqiong Chen (HealthCom, 2020)

Attention Bias in Emotional Conflict in Major Depression Disorder: An Eye Tracking Study. - Jing Zhu 003; Tao Gong; Zihan Wang; Chen Xia; Zhijie Ding; Xiaowei Li 005 (HealthCom, 2020)

Summary of MIMO System Signal Detection Algorithms Under Deep Learning. - Dongming Xu; Zhijie Ding; Yu Cheng (AIPR, 2021)

An Optimal Channel Selection for EEG-Based Depression Detection via Kernel-Target Alignment. - Jian Shen 004; Xiaowei Zhang 001; Xiao Huang 003; Manxi Wu; Jin Gao; Dawei Lu; Zhijie Ding; Bin Hu 001 (IEEE J. Biomed. Health Informatics, 2021)

2-level hierarchical depression recognition method based on task-stimulated and integrated speech features. - Yujuan Xing; Zhenyu Liu 006; Gang Li; ZhiJie Ding; Bin Hu 001 (Biomed. Signal Process. Control., 2022)

An Improved Empirical Mode Decomposition of Electroencephalogram Signals for Depression Detection. - Jian Shen 004; Xiaowei Zhang 001; Gang Wang; Zhijie Ding; Bin Hu 001 (IEEE Trans. Affect. Comput., 2022)

A Visually Interpretable Convolutional-Transformer Model for Assessing Depression from Facial Images. - Yutong Li 007; Zhenyu Liu 006; Gang Li; Qiongqiong Chen; Zhijie Ding; Xiping Hu; Bin Hu 001 (ICME, 2023)

Depression recognition base on acoustic speech model of Multi-task emotional stimulus. - Yujuan Xing; Zhenyu Liu 006; Qiongqiong Chen; Gang Li; Zhijie Ding; Lei Feng 005; Bin Hu 001 (Biomed. Signal Process. Control., 2023)

Combining Informative Regions and Clips for Detecting Depression from Facial Expressions. - Xiaoyan Yuan; Zhenyu Liu 006; Qiongqiong Chen; Gang Li; Zhijie Ding; Zixuan Shangguan; Bin Hu 001 (Cogn. Comput., 2023)

NeuroPpred-SHE: An interpretable neuropeptides prediction model based on selected features from hand-crafted features and embeddings of T5 model. - Jian Wen; Zhijie Ding; Zhuoyu Wei; Hongwei Xia; Yong Zhang; Xiaolei Zhu 001 (Comput. Biol. Medicine, 2024)

Stimulus-Response Patterns: The Key to Giving Generalizability to Text-Based Depression Detection Models. - Zhenyu Liu 006; Yang Wu; Haibo Zhang; Gang Li; Zhijie Ding; Bin Hu 001 (IEEE J. Biomed. Health Informatics, 2024)

Stimulus-Response Pattern: The Core of Robust Cross-Stimulus Facial Depression Recognition. - Zhenyu Liu 006; Shimao Zhang; Bailin Chen; Gang Li; Qiongqiong Chen; Zhijie Ding; Xin Zhang 034; Bin Hu 001 (IEEE Trans. Affect. Comput., 2025)