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罗神经网络用于基于语音的抑郁症分类和严重性评估

Stavros Ntalampiras1, Wen Qi2

  • 1Department of Computer Science, University of Milan, 20135 via Celoria 18, Milan, Italy.

Journal of healthcare informatics research
|October 28, 2024
PubMed
概括

本研究介绍了一种使用罗神经网络 (SNN) 分析语音进行心理健康评估的AI工具. 人工智能工具准确诊断抑郁症及其严重程度,优于目前的方法.

关键词:
情感计算是一种情感计算.音频模式识别 音频模式识别抑郁症 抑郁症 抑郁症可解释的人工智能可解释的人工智能医疗声学 医学声学代表性的学习学习.

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Depression is a prevalent mental illness marked by persistent sadness and lack of interest in previously enjoyable activities. It can take several forms, including major depression, persistent depressive disorder, and bipolar I and II disorders. Symptoms range from emotional changes like chronic worry to physical changes like sleep disturbances and suicidal thoughts. From a neurobiological perspective, depression is believed to be triggered by abnormalities in the brain's prefrontal cortex,...
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