语音和语言特征作为记忆诊所人口中神经精神病症状的指标
Zampeta-Sofia Alexopoulou1, Elisa Mallick2, Johannes Tröger2
1CoBTeK (Cognition-Behaviour-Technology) Research Lab Université Côte d'Azur Nice France.
Alzheimer's & dementia (Amsterdam, Netherlands)
|October 10, 2025
概括
语音分析可以检测神经认知障碍 (NCD) 中的神经心理症状 (NPS). 语音不稳定与抑郁相关,而动荡与轻度认知障碍和主观认知衰退患者的语音暂停有关.
科学领域:
- 神经学 神经学
- 语音语言病理学 语言病理学
背景情况:
- 神经心理症状 (NPS) 是神经认知障碍 (NCD) 的早期指标.
- 语音改变可以反映非传染性疾病的认知和行为变化,有助于诊断和监测.
- 这项研究研究了自动语音/语言特征与NPS严重程度之间的关系.
研究的目的:
- 检查自动提取的语音和语言特征与NPS严重程度之间的关联.
- 探索语音分析作为评估NCD中NPS的客观工具的实用性.
主要方法:
- 37名主观认知衰退和20名轻度认知障碍的参与者接受了自由言论任务.
- 使用老年抑郁症尺度和神经精神病 inventory 评估NPS.
- 提取了声学和语言特征,并与临床尺度相关联,并根据共变量进行调整.
主要成果:
- 在语音特征和NPS之间发现了显著的相关性.
- 抑郁与局部动相关 (r=0.38,p<0.001).
- 兴奋与总休息时间正相关 (r=0.32,p<0.027).
- 焦虑与词汇多样性指标有负面关联.
结论:
- 语音分析是评估非传染性疾病中的NPS的一个有希望的工具.
- 客观语音标记可以帮助评估主观认知衰退和轻度认知障碍患者的NPS.
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