A multimodal dialog approach to mental state characterization in clinically depressed, anxious, and suicidal populations

BackgroundThe rise of depression, anxiety, and suicide rates has led to increased demand for telemedicine-based mental health screening and remote patient monitoring (RPM) solutions to alleviate the burden on, and enhance the efficiency of, mental health practitioners. Multimodal dialog systems (MDS...

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Autors principals:	Joshua Cohen, Vanessa Richter, Michael Neumann, David Black, Allie Haq, Jennifer Wright-Berryman, Vikram Ramanarayanan
Format:	Artigo
Idioma:	Inglês
Publicat:	Frontiers Media S.A. 2023-09-01
Col·lecció:	Frontiers in Psychology
Matèries:	machine learning multimodal dialog systems speech features natural language processing facial features suicide
Accés en línia:	https://www.frontiersin.org/articles/10.3389/fpsyg.2023.1135469/full
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