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Updated: Jul 21, 2026

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波形变换和基于深度学习的阻塞性睡眠呼吸暂停检测来自单线心电图信号.

Yuxing Lin1, Hongyi Zhang2, Wanqing Wu3

  • 1School of Opto-Electronic and Communication Engineering, Xiamen University of Technology, Xiamen, 361024, China.

Physical and engineering sciences in medicine
|November 20, 2023
PubMed
概括

这项研究引入了一个自动化的睡眠呼吸暂停分类模型,CA-EfficientNet,使用波形变换和注意力机制. 它提高了诊断准确性和睡眠呼吸暂停检测效率.

关键词:
数据平衡的数据平衡.深度学习是一种深度学习.这是一个ECGECGECGECGECG.睡眠呼吸暂停 (Sleep Apnea) 是一个波段变换的波段变换是什么

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相关概念视频

Sleep Apnea01:21

Sleep Apnea

Sleep apnea is a condition where breathing stops intermittently during sleep, often leading to significant health issues. Each episode can last from 10 to 20 seconds or more and is frequently accompanied by a brief arousal from sleep. This disturbance, largely unnoticed by the individual, can lead to severe daytime fatigue. Commonly, individuals seek help after being informed by their partners about loud snoring and noticeable breathing pauses during sleep.
The condition is more prevalent among...