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We utilized video to quantify facial, vocal, and motion markers connected with mood, emotion, and motor operating from a structured clinical discussion in 20 patients admitted to some psychiatric clinic next a suicide risk try. Measures were calculated utilizing open up-source deep Mastering algorithms for processing facial expressivity, head motio