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

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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Bibliographic Details
Main Authors: Yanisa Mahayossanunt, Natawut Nupairoj, Solaphat Hemrungrojn, Peerapon Vateekul
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Sensors
Subjects:
depression detection
facial expression
deep learning
Online Access:https://www.mdpi.com/1424-8220/23/23/9402

Internet

https://www.mdpi.com/1424-8220/23/23/9402

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