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Analysis of Automated Clinical Depression Diagnosis in a Chinese Corpus

Autor: Minjie Ye, Jie Chen, Wei Lyu, Lei Qian, Bin Wu, Yanhui Zhu, Rongqi Jiao, Tiansheng Zheng, Deborah Baofeng Wang, Kaining Mao

Depression clinical interview corpora are essential for advancing automated depression diagnosis. While previous studies have used written speech material in controlled settings, these materials do not accurately represent spontaneous conversational

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b10af763ecea00794f768560fe06ee2f
https://doi.org/10.36227/techrxiv.23061116

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Prediction of Depression Severity Based on the Prosodic and Semantic Features with Bidirectional LSTM and Time Distributed CNN

Autor: Kaining Mao, Wei Zhang, Deborah Baofeng Wang, Ang Li, Rongqi Jiao, Yanhui Zhu, Bin Wu, Tiansheng Zheng, Lei Qian, Wei Lyu, Minjie Ye, Jie Chen

Publikováno v: IEEE Transactions on Affective Computing. :1-1

Depression is increasingly impacting individuals both physically and psychologically worldwide. It has become a global major public health problem and attracts attention from various research fields. Traditionally, the diagnosis of depression is form

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::4ee643f48b689acbccf3ed6a282a3835
https://doi.org/10.1109/taffc.2022.3154332

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