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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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Bibliographische Detailangaben
Veröffentlicht in:Proc Int Conf Autom Face Gesture Recognit
Hauptverfasser: Kacem, Anis, Hammal, Zakia, Daoudi, Mohamed, Cohn, Jeffrey
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2018
Schlagworte:
Online Zugang: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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