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Detecting Depression Severity by Interpretable Representations of Motion Dynamics

Recent breakthroughs in deep learning using automated measurement of face and head motion have made possible the first objective measurement of depression severity. While powerful, deep learning approaches lack interpretability. We developed an interpretable method of automatically measuring depress...

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書目詳細資料
發表在:Proc Int Conf Autom Face Gesture Recognit
Main Authors: Kacem, Anis, Hammal, Zakia, Daoudi, Mohamed, Cohn, Jeffrey
格式: Artigo
語言:Inglês
出版: 2018
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在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC6157749/
https://ncbi.nlm.nih.gov/pubmed/30271308
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/FG.2018.00116
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