DepITCM: an audio-visual method for detecting depression

DepITCM: an audio-visual method for detecting depression

IntroductionDepression is a prevalent mental disorder, and early screening and treatment are crucial for detecting depression. However, there are still some limitations in the currently proposed deep models based on audio-video data, for example, it is difficult to effectively extract and select use...

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Bibliographic Details
Main Authors: Lishan Zhang, Zhenhua Liu, Yumei Wan, Yunli Fan, Diancai Chen, Qingxiang Wang, Kaihong Zhang, Yunshao Zheng
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-01-01
Series:Frontiers in Psychiatry
Subjects:
depression detection
multimodal
feature extraction
multi-task learning
DepITCM
Online Access:https://www.frontiersin.org/articles/10.3389/fpsyt.2024.1466507/full
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