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针对抑郁,焦虑,失眠和疲劳风险检测的自动语音分析:算法开发和验证研究

Rachid Riad1, Martin Denais1, Marc de Gennes1

  • 1Callyope, Paris, France.

Journal of medical Internet research
|September 26, 2024
PubMed
概括

语音分析可以使用移动数据检测和估计抑郁症,焦虑,疲劳和失眠. 这种方法考虑了模型的不确定性和公平性,以实现更安全的临床使用.

关键词:
焦虑是一种焦虑.计算机辅助诊断是指计算机辅助的诊断.抑郁 抑郁症 抑郁症 抑郁症 是一种疲劳 疲劳 疲劳 疲劳 疲劳 疲劳机器学习是机器学习.心理健康 心理健康心理健康 症状检测 症状检测语音分析 语音分析语音生物标志物 语音生物标志物基于语音的系统.语音分析是一种分析.语音检测 语音检测 语音检测

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Autism Spectrum Disorder

Autism spectrum disorder (ASD) is a neurodevelopmental condition marked by persistent deficits in social communication and interaction alongside restrictive and repetitive behaviors or interests. ASD is sometimes accompanied by intellectual impairment.
These core symptoms manifest differently among individuals, ranging from mild to severe. The disorder's complexity extends beyond its clinical presentation, encompassing a diverse range of biological, cognitive, and sociocultural influences.
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