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Automatic mental health identification method based on natural gait pattern 期刊论文
PSYCH JOURNAL, 2021, 页码: 12
Authors:  Miao, Beibei;  Liu, Xiaoqian;  Zhu, Tingshao
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anxiety  depression  gait analysis  mental health automatic recognition  
How Can People Express Their Trait Self-Esteem Through Their Faces in 3D Space? 期刊论文
FRONTIERS IN PSYCHOLOGY, 2021, 卷号: 12, 页码: 9
Authors:  Wang, Xiaoyang;  Liu, Xiaoqian;  Wang, Yuqian;  Zhu, Tingshao
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facial expressions  three-dimensional data  gender  logistic regression  trait self-esteem  two-way ANOVA  
Examining the Correlation Between Depression and Social Behavior on Smartphones Through Usage Metadata: Empirical Study 期刊论文
JMIR MHEALTH AND UHEALTH, 2021, 卷号: 9, 期号: 1, 页码: 13
Authors:  Wang, Yameng;  Ren, Xiaotong;  Liu, Xiaoqian;  Zhu, Tingshao
Adobe PDF(433Kb)  |  Favorite  |  View/Download:24/1  |  Submit date:2021/03/01
depression  digital phenotyping  social behavior  smartphone usage  mobile sensing  
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:6/0  |  Submit date:2021/06/08
home confinement  mental health  COVID-19  psycho-linguistic analysis  LIWC  activity restriction  
Detecting Depression Through Gait Data: Examining the Contribution of Gait Features in Recognizing Depression 期刊论文
Front. Psychiatry, 2021, 页码: 1-10
Authors:  Yameng Wang;  Jingying Wang;  Xiaoqian Liu;  XTingshao Zhu
Adobe PDF(1098Kb)  |  Favorite  |  View/Download:3/0  |  Submit date:2021/06/08
depression  gait analysis  machine learning  diagnosis  skeletal joints  
基于社交媒体数据的心理指标识别建模:机器学习的方法 期刊论文
心理科学进展, 2021, 卷号: 29, 期号: 04, 页码: 571-585
Authors:  苏悦;  刘明明;  赵楠;  刘晓倩;  朱廷劭
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心理建模  心理测量  社交媒体  机器学习  心理预测模型  
Subjective Well-Being of Chinese Sina Weibo Users in Residential Lockdown During the COVID-19 Pandemic: Machine Learning Analysis 期刊论文
JOURNAL OF MEDICAL INTERNET RESEARCH, 2020, 卷号: 22, 期号: 12, 页码: 13
Authors:  Wang, Yilin;  Wu, Peijing;  Liu, Xiaoqian;  Li, Sijia;  Zhu, Tingshao;  Zhao, Nan
Adobe PDF(359Kb)  |  Favorite  |  View/Download:30/1  |  Submit date:2021/03/01
COVID-19  residential lockdown  subjective well-being  online ecological recognition  
Identifying Psychological Symptoms Based on Facial Movements 期刊论文
FRONTIERS IN PSYCHIATRY, 2020, 卷号: 11, 页码: 11
Authors:  Wang, Xiaoyang;  Wang, Yilin;  Zhou, Mingjie;  Li, Baobin;  Liu, Xiaoqian;  Zhu, Tingshao
Adobe PDF(1407Kb)  |  Favorite  |  View/Download:25/0  |  Submit date:2021/03/01
mental health  psychological symptoms  SCL-90  facial movements  machine learning  multitrait-multimethod matrix  
Examining the Impact of COVID-19 Lockdown in Wuhan and Lombardy: A Psycholinguistic Analysis on Weibo and Twitter 期刊论文
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2020, 卷号: 17, 期号: 12, 页码: 10
Authors:  Su, Yue;  Xue, Jia;  Liu, Xiaoqian;  Wu, Peijing;  Chen, Junxiang;  Chen, Chen;  Liu, Tianli;  Gong, Weigang;  Zhu, Tingshao
Adobe PDF(334Kb)  |  Favorite  |  View/Download:128/0  |  Submit date:2020/08/24
impact of COVID-19 lockdown  public health emergencies  psycholinguistic analysis  psychological states  
A Comparison of the Psycholinguistic Styles of Schizophrenia -Related Stigma and Depression-Related Stigma on Social Media: Content Analysis 期刊论文
JOURNAL OF MEDICAL INTERNET RESEARCH, 2020, 卷号: 22, 期号: 4, 页码: 10
Authors:  Li, Ang;  Jiao, Dongdong;  Liu, Xiaoqian;  Zhu, Tingshao
Favorite  |  View/Download:117/0  |  Submit date:2020/06/08
stigma  schizophrenia  depression  psycholinguistic analysis  social media