A multi-modal open dataset for mental-disorder analysis

Hanshu Cai, Zhenqin Yuan, Yiwen Gao, +24

Scientific Data

Multivariate Pattern Analysis of EEG-Based Functional Connectivity: A Study on the Identification of Depression

Hong Peng, Chen Xia, Zihan Wang, +6

IEEE Access

NeuropsychologyAffective NeuroscienceNeurophysiological BiomarkersMultivariate Pattern AnalysisFunctional Connectivity Matrices +18

An Improved Classification Model for Depression Detection Using EEG and Eye Tracking Data

Jing Zhu, Zihan Wang, Tao Gong, +6

IEEE Transactions on NanoBioscience

NeuropsychologyImproved Classification ModelPsychopathologyAffective NeuroscienceDepression Detection +26

Emotion Regulating Attentional Control Abnormalities In Major Depressive Disorder: An Event-Related Potential Study

Bin Hu, Juan Rao, Xiaowei Li, +4

Scientific Reports

Affective NeuroscienceAttentionEvent-related Potential StudyPsychologySocial Sciences +17

MODMA dataset: a Multi-modal Open Dataset for Mental-disorder Analysis

Hanshu Cai, Yiwen Gao, Shuting Sun, +23

arXiv (Cornell University)

World Health OrganizationEngineeringWearable TechnologyNew ApplicationsEeg Dataset +21

Personal-Zscore: Eliminating Individual Difference for EEG-Based Cross-Subject Emotion Recognition

Huayu Chen, Shuting Sun, Jianxiu Li, +4

IEEE Transactions on Affective Computing

Attentional bias in MDD: ERP components analysis and classification using a dot-probe task

Xiaowei Li, Jianxiu Li, Bin Hu, +8

Computer Methods and Programs in Biomedicine

Erp Components AnalysisCognitive ScienceNeuropsychologyBrain FunctionDot-probe Task +12

Analysis of Functional Brain Network in MDD Based on Improved Empirical Mode Decomposition With Resting State EEG Data

Xuexiao Shao, Shuting Sun, Jianxiu Li, +4

IEEE Transactions on Neural Systems and Rehabilitation Engineering

Functional Brain NetworkBrain MappingMdd Functional ConnectivityFunctional NeuroimagingSocial Sciences +19

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

Jianxiu Li, Nan Li, Xuexiao Shao, +4

IEEE Transactions on Affective Computing

NeuropsychologyAffective NeuroscienceNeurophysiological BiomarkersTheir AbilityBrain Mapping +26

Neural Basis of the Emotional Conflict Processing in Major Depression: ERPs and Source Localization Analysis on the N450 and P300 Components

Jing Zhu, Jianxiu Li, Xiaowei Li, +4

Frontiers in Human Neuroscience