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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  
Human Stress and StO2: Database, Features, and Classification of Emotional and Physical Stress 期刊论文
ENTROPY, 2020, 卷号: 22, 期号: 9, 页码: 22
Authors:  Liu, Xinyu;  Shan, Yuhao;  Peng, Min;  Chen, Huanyu;  Chen, Tong
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human stress database  hyperspectral imaging  tissue oxygen saturation  human stress classification  emotional stress  physical stress  
基于社交媒体的自杀自动识别与心理危机主动干预 学位论文
理学博士, 中国科学院心理研究所: 中国科学院心理研究所, 2020
Authors:  刘兴云
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自杀  社交媒体  机器学习  自动识别  主动干预  
Impact Factors of Empathy in Mainland Chinese Youth 期刊论文
FRONTIERS IN PSYCHOLOGY, 2020, 卷号: 11, 页码: 12
Authors:  Zhao, Qing;  Ren, Qiaoyue;  Sun, Yuanmiao;  Wan, Li;  Hu, Li
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empathy  medical training  Interpersonal Reactivity Index  Classification and Regression Tree analysis  personal distress  
语音识别抑郁症的关键技术研究 学位论文
理学博士, 中国科学院心理研究所: 中国科学院心理研究所, 2020
Authors:  潘玮
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抑郁症  语音特征  辅助诊断  机器学习  分类识别  
Disrupted pathways from limbic areas to thalamus in schizophrenia highlighted by whole-brain resting-state effective connectivity analysis 期刊论文
PROGRESS IN NEURO-PSYCHOPHARMACOLOGY & BIOLOGICAL PSYCHIATRY, 2020, 卷号: 99, 页码: 10
Authors:  Hua, Minghui;  Peng, Yanmin;  Zhou, Yuan;  Qin, Wen;  Yu, Chunshui;  Liang, Meng
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Functional MRI  Functional connectivity  Multivariate pattern analysis  Granger causality  Pattern classification  
Re-examining the robustness of voice features in predicting depression: Compared with baseline of confounders 期刊论文
PLOS ONE, 2019, 卷号: 14, 期号: 6, 页码: 14
Authors:  Pan, Wei;  Flint, Jonathan;  Shenhav, Liat;  Liu, Tianli;  Liu, Mingming;  Hu, Bin;  Zhu, Tingshao
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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
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suicide identification  crisis management  machine learning  microblog direct message  social network  Chinese young people  
Depressive Emotion Recognition Based on Behavioral Data 会议论文
HCC 2018, 墨西哥, 2018.12
Authors:  Yue Su;  Huijia Zheng;  Liu XQ(刘晓倩);  Tingshao Zhu
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Diseases  Learning systems  Models  Social networking  
Detecting depression from Internet behaviors by time-frequency features 期刊论文
Web Intelligence, 2019, 页码: 199–208
Authors:  Changye Zhu a, Baobin Li;  Ang Li;  Tingshao Zhu
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Internet behaviors  feature selection  depression detection  time-frequency analysis