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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
Favorite  |  View/Download:1/0  |  Submit date:2021/03/01
mental health  psychological symptoms  SCL-90  facial movements  machine learning  multitrait-multimethod matrix  
Twitter Discussions and Emotions About the COVID-19 Pandemic: Machine Learning Approach 期刊论文
JOURNAL OF MEDICAL INTERNET RESEARCH, 2020, 卷号: 22, 期号: 11, 页码: 14
Authors:  Xue, Jia;  Chen, Junxiang;  Hu, Ran;  Chen, Chen;  Zheng, Chengda;  Su, Yue;  Zhu, Tingshao
Favorite  |  View/Download:1/0  |  Submit date:2021/03/01
machine learning  Twitter data  COVID-19  infodemic  infodemiology  infoveillance  public discussion  public sentiment  Twitter  social media  virus  
Magnetic resonance imaging for chronic pain: diagnosis, manipulation, and biomarkers 期刊论文
SCIENCE CHINA-LIFE SCIENCES, 2020, 页码: 18
Authors:  Tu, Yiheng;  Cao, Jin;  Bi, Yanzhi;  Hu, Li
Adobe PDF(2350Kb)  |  Favorite  |  View/Download:13/0  |  Submit date:2020/12/28
chronic pain  magnetic resonance imaging  biomarkers  machine learning  
The Hidden Pandemic of Family Violence During COVID-19: Unsupervised Learning of Tweets 期刊论文
JOURNAL OF MEDICAL INTERNET RESEARCH, 2020, 卷号: 22, 期号: 11, 页码: 11
Authors:  Xue, Jia;  Chen, Junxiang;  Chen, Chen;  Hu, Ran;  Zhu, Tingshao
Favorite  |  View/Download:26/0  |  Submit date:2020/12/28
Twitter  family violence  COVID-19  machine learning  big data  infodemiology  infoveillance  
Exploring firms' innovation capabilities through learning systems 期刊论文
NEUROCOMPUTING, 2020, 卷号: 409, 页码: 27-34
Authors:  Li, Yawen;  Wang, Xiaoyang;  Chen, Chengcai;  Jing, Changyuan;  Wu, Tian
Adobe PDF(780Kb)  |  Favorite  |  View/Download:11/0  |  Submit date:2020/09/28
Machine learning  Innovation input capability  Collaborative innovation capability  Innovation performance  XGBoost  GBDT  
The Weakened Relationship Between Prestimulus Alpha Oscillations and Response Time in Older Adults With Mild Cognitive Impairment 期刊论文
FRONTIERS IN HUMAN NEUROSCIENCE, 2020, 卷号: 14, 页码: 10
Authors:  Chen, Yiqi;  He, Hao;  Xu, Pengfei;  Wang, Jing;  Qiu, Yuehong;  Feng, Wei;  Luo, Yuejia;  Hu, Li;  Guan, Qing
Adobe PDF(1705Kb)  |  Favorite  |  View/Download:38/0  |  Submit date:2020/05/18
mild cognitive impairment  preparatory attention  prestimulus alpha oscillations  response time  machine learning  
Generalizability of machine learning for classification of schizophrenia based on resting-state functional MRI data 期刊论文
HUMAN BRAIN MAPPING, 2019, 页码: 13
Authors:  Cai, Xin-Lu;  Xie, Dong-Jie;  Madsen, Kristoffer H.;  Wang, Yong-Ming;  Bogemann, Sophie Alida;  Cheung, Eric F. C.;  Moller, Arne;  Chan, Raymond C. K.
Adobe PDF(1595Kb)  |  Favorite  |  View/Download:91/0  |  Submit date:2019/11/26
generalizability  machine learning  reproducibility  schizophrenia spectrum disorders  
Individualized prediction of dispositional worry using white matter connectivity 期刊论文
PSYCHOLOGICAL MEDICINE, 2019, 卷号: 49, 期号: 12, 页码: 1999-2008
Authors:  Feng, Chunliang;  Cui, Zaixu;  Cheng, Dazhi;  Xu, Rui;  Gu, Ruolei
Adobe PDF(646Kb)  |  Favorite  |  View/Download:79/1  |  Submit date:2019/10/25
Cross-validation  diffusion tensor imaging  machine learning  relevance vector regression  worry  
Proactive Suicide Prevention Online (PSPO): Machine Identification and Crisis Management for Chinese Social Media Users With Suicidal Thoughts and Behaviors 期刊论文
JOURNAL OF MEDICAL INTERNET RESEARCH, 2019, 卷号: 21, 期号: 5, 页码: 13
Authors:  Liu, Xingyun;  Liu, Xiaoqian;  Sun, Jiumo;  Yu, Nancy Xiaonan;  Sun, Bingli;  Li, Qing;  Zhu, Tingshao
Adobe PDF(897Kb)  |  Favorite  |  View/Download:233/2  |  Submit date:2019/06/10
suicide identification  crisis management  machine learning  microblog direct message  social network  Chinese young people  
Prediction of Conversion From Amnestic Mild Cognitive Impairment to Alzheimer's Disease Based on the Brain Structural Connectome 期刊论文
FRONTIERS IN NEUROLOGY, 2019, 卷号: 9, 页码: 15
Authors:  Sun, Yu;  Bi, Qiuhui;  Wang, Xiaoni;  Hu, Xiaochen;  Li, Huijie;  Li, Xiaobo;  Ma, Ting;  Lu, Jie;  Chan, Piu;  Shu, Ni;  Han, Ying
Adobe PDF(640Kb)  |  Favorite  |  View/Download:108/0  |  Submit date:2019/03/01
Brain Network  Conversion  Diffusion Tensor Imaging  Graph Theory  Mild Cognitive Impairment  Machine Learning