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Using i-vectors from voice features to identify major depressive disorder 期刊论文
JOURNAL OF AFFECTIVE DISORDERS, 2021, 卷号: 288, 页码: 161-166
Authors:  Di, Yazheng;  Wang, Jingying;  Li, Weidong;  Zhu, Tingshao
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Depression  Biological markers  Clinical trials  Computer  internet technology  Assessment  Diagnosis  
Disrupted hemispheric connectivity specialization in patients with major depressive disorder: Evidence from the REST-meta-MDD Project 期刊论文
JOURNAL OF AFFECTIVE DISORDERS, 2021, 卷号: 284, 页码: 217-228
Authors:  Ding, Yu-Dan;  Yang, Ru;  Yan, Chao-Gan;  Chen, Xiao;  Bai, Tong-Jian;  Bo, Qi-Jing;  Chen, Guan-Mao;  Chen, Ning-Xuan;  Chen, Tao-Lin;  Chen, Wei;  Cheng, Chang;  Cheng, Yu-Qi;  Cui, Xi-Long;  Duan, Jia;  Fang, Yi-Ru;  Gong, Qi-Yong;  Hou, Zheng-Hua;  Hu, Lan;  Kuang, Li;  Li, Feng;  Li, Tao;  Liu, Yan-Song;  Liu, Zhe-Ning;  Long, Yi-Cheng;  Luo, Qing-Hua;  Meng, Hua-Qing;  Peng, Dai-Hui;  Qiu, Hai-Tang;  Qiu, Jiang;  Shen, Yue-Di;  Shi, Yu-Shu;  Tang, Yanqing;  Wang, Chuan-Yue;  Wang, Fei;  Wang, Kai;  Wang, Li;  Wang, Xiang;  Wang, Ying;  Wu, Xiao-Ping;  Wu, Xin-Ran;  Xie, Chun-Ming;  Xie, Guang-Rong;  Xie, Hai-Yan;  Xie, Peng;  Xu, Xiu-Feng;  Yang, Hong;  Yang, Jian;  Yao, Jia-Shu;  Yao, Shu-Qiao;  Yin, Ying-Ying;  Yuan, Yong-Gui;  Zhang, Ai-Xia;  Zhang, Hong;  Zhang, Ke-Rang;  Zhang, Lei;  Zhang, Zhi-Jun;  Zhou, Ru-Bai;  Zhou, Yi-Ting;  Zhu, Jun-Juan;  Zou, Chao-Jie;  Si, Tian-Mei;  Zang, Yu-Feng;  Zhao, Jing-Ping;  Guo, Wen-Bin
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Major depressive disorder  hemispheric asymmetry  parameter of asymmetry  fMRI Abbreviations ACC, Anterior cingulate gyrus  DLPFC, Dorsolateral prefrontal cortex  DMN, Default mode network  DPARSF, Data Processing Assistant for Resting-State fMRI  DSM, Diagnosic and Statistical Manual of Mental Disorders  EEG, Electroencephalographic  FC, Functional connectivity  FDR, False discovery rate  FEDN, First-episode, drug-naive  FEF, Frontal eye fields  fMRI, Functional magnetic resonance imaging  HAMD, Hamilton Depression Rating Scale  HC, Healthy control  IFG, Inferior frontal gyrus  IPL, Inferior parietal lobule  IPS/SPL, Intraparietal sulcus/superior parietal lobule  LMM, Linear mixed model  MDD, Major depressive disorder  MFG, Middle frontal gyrus  MTG, Middle temporal gyrus  PAS, Parameter of asymmetry  PCC, Posterior cingulate cortex  PET, Positron emission tomography  ROIs, Regions of interest  rs-fMRI, Resting-state fMRI  rTMS, repetitive transcranial magnetic stimulation  STS, Superior temporal sulcus  VMHC, Voxel-mirrored homotopic connectivity  
Influential Path of Social Risk Factors toward Suicidal Behavior-Evidence from Chinese Sina Weibo Users 2013-2018 期刊论文
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2021, 卷号: 18, 期号: 5, 页码: 14
Authors:  Han, Yujin;  Li, He;  Xiao, Yunyu;  Li, Ang;  Zhu, Tingshao
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suicidal behavior  social media  path analysis model  
Psychological Stress Detection According to ECG Using a Deep Learning Model with Attention Mechanism 期刊论文
APPLIED SCIENCES-BASEL, 2021, 卷号: 11, 期号: 6, 页码: 15
Authors:  Zhang, Pengfei;  Li, Fenghua;  Du, Lidong;  Zhao, Rongjian;  Chen, Xianxiang;  Yang, Ting;  Fang, Zhen
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ECG  psychological stress  deep learning  attention  CNN  BiLSTM  
The impact of family violence incidents on personality changes: An examination of social media users' messages in China 期刊论文
PSYCH JOURNAL, 2021, 页码: 16
Authors:  Li, Sijia;  Liu, Mingming;  Zhao, Nan;  Xue, Jia;  Wang, Xuefei;  Jiao, Dongdong;  Zhu, Tingshao
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family violence  machine learning prediction model  online ecological recognition  personality change  Weibo  
Suicidal Ideation Risk and Socio-Cultural Factors in China: A Longitudinal Study on Social Media from 2010 to 2018 期刊论文
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2021, 卷号: 18, 期号: 3, 页码: 12
Authors:  Li, He;  Han, Yujin;  Xiao, Yunyu;  Liu, Xingyun;  Li, Ang;  Zhu, Tingshao
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suicidal ideation risk  socio-cultural  social media  word frequency  China  psychache  two-way fixed effect  
Deficits in maintenance and interference control of working memory in major depression: evidence from the visuospatial change detection task 期刊论文
COGNITIVE NEUROPSYCHIATRY, 2021, 页码: 14
Authors:  Li, Xu;  Chen, Xue-lei;  Zhang, Yu-ting;  Li, Rui-ting;  Bai, Han-ping;  Lui, Simon S. Y.;  Chan, Raymond C. K.
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Depression  working memory  maintenance  interference control  change detection  
Suicidal ideation risk and socio-cultural factors in China: A longitudinal study on social media from 2010 to 2018 期刊论文
International journal of environmental research and public health, 2021, 卷号: 18, 期号: 3
Authors:  Li, He;  Han, Yujin;  Xiao, Yunyu;  Liu, Xingyun;  Li, Ang;  Zhu, Tingshao
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China  psychache  social media  socio-cultural  suicidal ideation risk  two-way fixed effect  word frequency  
Influential path of social risk factors toward suicidal behavior—evidence from chinese sina weibo users 2013–2018 期刊论文
International Journal of Environmental Research and Public Health, 2021, 卷号: 18, 期号: 5, 页码: 1-14
Authors:  Han, Yujin;  Li, He;  Xiao, Yunyu;  Li, Ang;  Zhu, Tingshao
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suicidal behavior  social media  path analysis model  
Exploring the Psychological Effects of COVID-19 Home Confinement in China: A Psycho-Linguistic Analysis on Weibo Data Pool 期刊论文
Frontiers in Psychology, 2021, 页码: 1-11
Authors:  Peijing Wu;  Nan Zhao;  Sijia Li;  Zeyu Liu;  Yilin Wang;  Tianli Liu;  Xiaoqian Liu;  Tingshao Zhu
Adobe PDF(780Kb)  |  Favorite  |  View/Download:9/0  |  Submit date:2021/06/08
home confinement  mental health  COVID-19  psycho-linguistic analysis  LIWC  activity restriction