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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  
Acoustic differences between healthy and depressed people: a cross-situation study 期刊论文
BMC PSYCHIATRY, 2019, 卷号: 19, 期号: 1, 页码: 12
Authors:  Wang, Jingying;  Zhang, Lei;  Liu, Tianli;  Pan, Wei;  Hu, Bin;  Zhu, Tingshao
Adobe PDF(718Kb)  |  Favorite  |  View/Download:90/0  |  Submit date:2019/10/25
Major depressive disorder  Voice analysis  Acoustic feature  Cross-situation  
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
Adobe PDF(557Kb)  |  Favorite  |  View/Download:46/0  |  Submit date:2019/10/25
Spontaneous Brain Activity Did Not Show the Effect of Violent Video Games on Aggression: A Resting-State fMRI Study 期刊论文
FRONTIERS IN PSYCHOLOGY, 2018, 卷号: 8, 页码: 1-8
Authors:  Pan, Wei;  Gao, Xuemei;  Shi, Shuo;  Liu, Fuqu;  Li, Chao;  Xuemei Gao
Adobe PDF(1104Kb)  |  Favorite  |  View/Download:54/0  |  Submit date:2018/05/28
violent video game  aggression  resting state fMRI  amplitude of low-frequency fluctuations (ALFF)  fractional ALFF  
基于语音的抑郁症识别 期刊论文
科学通报, 2018, 卷号: 63, 期号: 20, 页码: 2081 - 2092
Authors:  潘玮;  汪静莹;  刘天俐;  刘晓倩;  刘明明;  胡斌;  朱廷劭
Adobe PDF(1608Kb)  |  Favorite  |  View/Download:257/1  |  Submit date:2018/10/29
抑郁症  语音特征  分类算法  逻辑回归