相关实验视频

Updated: Feb 28, 2026

Machine Learning-Based Cough Tone Classification: Diagnostic Exploration of Chronic Obstructive Pulmonary Disease and Respiratory Tract Infections
06:22

Machine Learning-Based Cough Tone Classification: Diagnostic Exploration of Chronic Obstructive Pulmonary Disease and Respiratory Tract Infections

Published on: September 19, 2025

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细粒度和轻量级的OSA检测:一种基于CRNN的模型,用于精确的时间定位睡眠中的呼吸事件音频

Mengyu Xu1,2, Yanru Li1,2,3, Demin Han1,2,3

  • 1Department of Sleep Medical Center, Beijing Tongren Hospital, Capital Medical University, Beijing 100730, China.

Diagnostics (Basel, Switzerland)
|February 27, 2026
PubMed
概括

一种新的基于音频的查工具通过精确地定位呼吸事件来准确检测阻塞性睡眠呼吸暂停 (OSA). 这种轻量级的框架为诊断OSA提供了一个可扩展的解决方案,提高了查的可访问性.

关键词:
卷积循环神经网络是一个卷积循环神经网络.深度学习是一种深度学习.阻塞性睡眠呼吸暂停 (SOP) 的情况.呼吸事件检测 呼吸事件检测睡眠音频分析 睡眠音频分析

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