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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  
Depression Identification from Gait Spectrum Features Based on Hilbert-Huang Transform 会议论文
Human Centered Computing - 4th International Conference, HCC 2018, Revised Selected Papers, Merida, Mexico, December 5, 2018 - December 7, 2018
Authors:  Yuan, YaHui;  Li, Baobin;  Wang, Ning;  Ye, Qing;  Liu, Yan;  Zhu, Tingshao
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Classification models - Depression - Frequency domains - Frequency features - Gait - Hilbert Huang transforms - Kinect - Verification method  
Photoplethysmography based psychological stress detection with pulse rate variability feature differences and elastic net 期刊论文
INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2018, 卷号: 14, 期号: 9, 页码: 14
Authors:  Li, Fenghua;  Xu, Peida;  Zheng, Shichun;  Chen, Wenfeng;  Yan, Yang;  Lu, Suo;  Liu, Zhengkui
Adobe PDF(1993Kb)  |  Favorite  |  View/Download:85/1  |  Submit date:2018/11/06
Heart Rate Variability  Stress Detection  Regression  Field Test  Photoplethysmography