Explainable Depression Detection Based on Facial Expression Using LSTM on Attentional Intermediate Feature Fusion with Label Smoothing

Machine learning is used for a fast pre-diagnosis approach to prevent the effects of Major Depressive Disorder (MDD). The objective of this research is to detect depression using a set of important facial features extracted from interview video, e.g., radians, gaze at angles, action unit intensity,...

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Hlavní autoři:	Yanisa Mahayossanunt, Natawut Nupairoj, Solaphat Hemrungrojn, Peerapon Vateekul
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2023-11-01
Edice:	Sensors
Témata:	depression detection facial expression deep learning
On-line přístup:	https://www.mdpi.com/1424-8220/23/23/9402
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