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全球10年生态瞬间评估和移动传感研究对耳和环境声音
Robin Kraft1,2,3,4, Berthold Langguth5, Jorge Simoes5,6
1Institute of Medical Data Science, University Hospital Würzburg, Würzburg, Germany. robin.kraft@uni-wuerzburg.de.
NPJ digital medicine
|March 14, 2025
概括
外部声音可以帮助一些人,但并非所有患者的耳. 这项研究发现,声音在20%的用户中减少了耳声,在5%的用户中使其恶化,在75%的用户中没有影响.
科学领域:
- 听力学 听力学是指听力学.
- 心理学 心理学 心理学
- 数据科学数据科学数据科学
背景情况:
- 耳经常被外部声音掩盖,但基于声音的治疗方法的强有力的证据有限.
- 了解声音对耳的现实影响对于开发有效疗法至关重要.
研究的目的:
- 为了研究环境声音对耳感知现实世界的影响.
- 根据他们对声音的反应来识别不同的患者子组,使用大规模数据集.
主要方法:
- 在十年内利用TrackYourTinnitus移动平台进行数据收集.
- 雇佣生态瞬间评估和移动人群感知从572名耳患者中收集了67,442个数据样本.
- 应用生长混合模型 (GMM) 根据声音的影响将用户分为不同的组.
主要成果:
- 确定了三组对耳和声音的反应组:T- (声音减少了耳,约20%),T+ (声音增加了耳,约5%),T0 (声音没有影响,约75%).
- 在各组之间观察到年龄和听力困难方面存在显著差异.
- 这些发现突显了声音在耳患者群体中的可变影响.
结论:
- 声音对耳的影响是临床亚型化的一个重要因素.
- 个性化基于声音的耳管理策略可能是有益的.
- 需要进一步研究这些独特的声音响应特征背后的机制.
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