首页> 外国专利> Discrimination of cheyne-stokes breathing patterns by use of oximetry signals

Discrimination of cheyne-stokes breathing patterns by use of oximetry signals

机译:通过血氧饱和度信号区分cheyne-stokes呼吸模式

摘要

Methods and apparatus provide Cheyne-Stokes respiration (“CSR”) detection based on a blood gas measurements such as oximetry. In some embodiments, a duration, such as a mean duration of contiguous periods of changing saturation or re-saturation occurring in an epoch taken from a processed oximetry signal, is determined. An occurrence of CSR may be detected from a comparison of the duration and a threshold derived to differentiate saturation changes due to CSR respiration and saturation changes due to obstructive sleep apnea. The threshold may be a discriminant function derived as a classifier by an automated training method. The discriminant function may be further implemented to characterize the epoch for CSR based on a frequency analysis of the oximetry data. Distance from the discriminant function may be utilized to generate probability values for the CSR detection.
机译:方法和设备基于诸如血氧饱和度的血气测量值提供Cheyne-Stokes呼吸(“ CSR”)检测。在一些实施例中,确定持续时间,诸如在从经处理的血氧测定信号获取的时期中发生的改变饱和度或再饱和的连续时间段的平均持续时间。可以从持续时间和阈值的比较中检测出CSR的发生,该阈值被推导以区分由于CSR呼吸引起的饱和度变化和由于阻塞性睡眠呼吸暂停引起的饱和度变化。阈值可以是通过自动训练方法作为分类器得出的判别函数。判别函数可以进一步被实现以基于血氧定量数据的频率分析来表征用于CSR的时期。距判别函数的距离可用于生成CSR检测的概率值。

著录项

  • 公开/公告号US10512429B2

    专利类型

  • 公开/公告日2019-12-24

    原文格式PDF

  • 申请/专利权人 RESMED LIMITED;

    申请/专利号US201514757601

  • 发明设计人 CHUN YUI LAU;JEFFREY PETER ARMITSTEAD;

    申请日2015-12-23

  • 分类号A61B5/1455;A61B5/08;A61B5;A61B5/087;G06K9;G06K9/62;A61M16;

  • 国家 US

  • 入库时间 2022-08-21 11:28:50

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