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Updated: Jan 15, 2026

Asthma Detection Research Based on Voice Signal Processing and Machine Learning
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一个新的机器学习驱动的语音和临床生物标志物框架,用于对2型糖尿病的可靠预测

Jingjing Guo1, Weiqun Peng1, Shuping Hu2

  • 1Department of Endocrinology, Peking University Shenzhen Hospital, Shenzhen, China.

Journal of voice : official journal of the Voice Foundation
|October 14, 2025
PubMed
概括

这项研究开发了一个机器学习模型,使用语音和临床数据来准确查2型糖尿病 (T2DM). 多式联络方法显著提高了检测率,提供了一个非侵入性诊断工具.

关键词:
声学分析 声学分析决策曲线分析的方法机器学习是机器学习.这个名字叫做Nomogram.2型糖尿病是什么? 2型糖尿病是什么?语音生物标志物语音生物标志物

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