基于光学成像的面部表情感知,在患有抑郁症的成年人中获得了兴奋和价值
M John Broulidakis1, Ivana Kiprijanovska1, Liberty Severs1
1Emteq Ltd., Brighton, United Kingdom.
Frontiers in psychiatry
|August 24, 2023
概括
研究人员使用光图传感来检测抑郁症患者的面部肌肉活动减少,这些人正在观看情感内容. 这项新技术显示出对抑郁症情感行为的现实世界监测的前景.
科学领域:
- 神经科学是一个神经科学.
- 精神病学是一个精神病学.
- 生物医学工程 生物医学工程
背景情况:
- 持续评估情感行为可以改善诊断和监测慢性精神健康状况,如抑郁症.
- 目前的技术不适合连续,远程监测情感行为,限制临床应用.
研究的目的:
- 为了研究面部肌肉对抑郁症患者情绪刺激的反应.
- 验证光学成像作为一种用于远程情感行为监测的新型传感技术.
主要方法:
- 在眼镜中嵌入的透视图传感器测量了面部肌肉活动 (corrugator supercili和zygomaticus主要).
- 参与者 (38名抑郁症患者,37名对照患者,18至40岁) 观看了各种情绪突出性的视频.
- 面部肌肉活动与视频价值和兴奋的主观评分相关.
主要成果:
- 积极的视频引起了脸肌肉的激活;负面的视频引起了所有参与者的眉毛肌肉的激活.
- 更高的兴奋与增加的面部肌肉激活有关.
- 与对照人群相比,抑郁症患者表现出明显减少面部肌肉激活到负面和高兴奋视频.
结论:
- 基于眼镜的眼镜镜像可以检测面部表情低反应性在患有抑郁症的成年人.
- 光学术为现实世界提供了一个有希望的,非侵入性的方法,远程跟踪面部表情和情感行为.
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