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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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Podrobná bibliografie
Vydáno v:Proc Int Conf Autom Face Gesture Recognit
Hlavní autoři: Kacem, Anis, Hammal, Zakia, Daoudi, Mohamed, Cohn, Jeffrey
Médium: Artigo
Jazyk:Inglês
Vydáno: 2018
Témata:
On-line přístup: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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