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    • 9. 发明申请
    • SYSTEM AND METHOD FOR CARDIORESPIRATORY SLEEP STAGE CLASSIFICATION
    • 用于心脏休眠阶段分类的系统和方法
    • WO2016097945A1
    • 2016-06-23
    • PCT/IB2015/059505
    • 2015-12-10
    • KONINKLIJKE PHILIPS N.V.
    • FONSECA, Pedro MiguelLONG, XiDEN TEULING, Nicolaas Gregorius PetrusHAAKMA, ReinderAARTS, Ronaldus Maria
    • A61B5/00
    • A61B5/024A61B5/08A61B5/4806A61B5/4812A61B5/7264G06F19/00
    • The present disclosure pertains to a system configured to determine one or more parameters based on cardiorespiratory information from a subject and determine sleep stage classifications based on a discriminative undirected probabilistic graphical model such as Conditional Random Fields using the determined parameters. The system is advantageous because sleep is a structured process in which parameters determined for individual epochs are not independent over time and the system determines the sleep stage classifications based on parameters determined for a current epoch, determined relationships between parameters, sleep stage classifications determined for previous epochs, and/or other information. The system does not assume that determined parameters are discriminative during an entire sleep stage, but may be indicative of a sleep stage transition alone. In some embodiments, the system comprises one or more sensors, one or more physical computer processors, electronic storage, and a user interface.
    • 本公开涉及一种被配置为基于来自受试者的心肺呼吸信息确定一个或多个参数并基于使用所确定的参数的判别无向概率图形模型(例如条件随机场)来确定睡眠阶段分类的系统。 该系统是有利的,因为睡眠是一种结构化过程,其中为每个时期确定的参数在时间上不是独立的,并且系统基于为当前时期确定的参数确定睡眠阶段分类,确定参数之间的关系,为先前确定的睡眠阶段分类 时代和/或其他信息。 该系统不假定所确定的参数在整个睡眠阶段期间是歧视的,而是可以单独指示睡眠阶段转换。 在一些实施例中,系统包括一个或多个传感器,一个或多个物理计算机处理器,电子存储器和用户接口。