论文标题
探索情绪调节困难在评估精神障碍中的作用
Exploring the Role of Emotion Regulation Difficulties in the Assessment of Mental Disorders
论文作者
论文摘要
文献中已经报道了几项研究，以自动检测精神障碍。据报道，精神障碍高度相关。自动检测精神障碍的事实的探索尚未探索。情绪调节困难（ERD）表征了几种精神障碍。在这项研究中，我们研究了ERD检测两种选择的精神障碍的使用。为此，我们在基于特定的问卷与计算机代理商的同时收集了人类受试者的音频视频数据。随后，收集了一个受试者的反应，以获取该受试者的音频视频数据的基础真理。结果表明，ERD可以用作检测精神障碍的音频视频数据的中间表示。
Several studies have been reported in the literature for the automatic detection of mental disorders. It is reported that mental disorders are highly correlated. The exploration of this fact for the automatic detection of mental disorders is yet to explore. Emotion regulation difficulties (ERD) characterize several mental disorders. Motivated by that, we investigated the use of ERD for the detection of two opted mental disorders in this study. For this, we have collected audio-video data of human subjects while conversing with a computer agent based on a specific questionnaire. Subsequently, a subject's responses are collected to obtain the ground truths of the audio-video data of that subject. The results indicate that the ERD can be used as an intermediate representation of audio-video data for detecting mental disorders.
