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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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Detalhes bibliográficos
Publicado no:Proc Int Conf Autom Face Gesture Recognit
Main Authors: Kacem, Anis, Hammal, Zakia, Daoudi, Mohamed, Cohn, Jeffrey
Formato: Artigo
Idioma:Inglês
Publicado em: 2018
Assuntos:
Acesso em linha: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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