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    • 8. 发明授权
    • Method for improved oxygen saturation estimation in the presence of noise
    • 在存在噪声的情况下改进氧饱和度估计的方法
    • US08862194B2
    • 2014-10-14
    • US12165256
    • 2008-06-30
    • Clark R. Baker, Jr.
    • Clark R. Baker, Jr.
    • A61B5/00A61B5/1455
    • A61B5/7203A61B5/14551A61B5/7264A61B5/7282A61B5/7405A61B5/742A61B5/7455
    • The present disclosure relates, according to some embodiments, to devices, systems, and methods for estimating a physiological parameter in the presence of noise. For example, the disclosure relates, in some embodiments, to devices, systems, and methods for assessing (e.g., estimating, measuring, calculating) oxygen saturation (SpO2). Methods of assessing SpO2 may include assessing a noise metric associated with motion artifact. In some embodiments, a percentage (e.g., an empirically determined percentage) of a noise metric may be simply added to the SpO2 estimate to produce a corrected SpO2 estimate. An oximetry algorithm may include, according to some embodiments, combining multiple internal SpO2 estimates and associated noise and/or signal quality metrics (e.g., using a radial basis neural network) to produce a modified (e.g., corrected) SpO2 estimate (e.g., rather than merely selecting the estimate from a finite number of candidates). A modified SpO2 estimate may include little or no movement-based error.
    • 根据一些实施例,本公开涉及用于在存在噪声的情况下估计生理参数的装置,系统和方法。 例如,在一些实施例中,本公开涉及用于评估(例如,估计,测量,计算)氧饱和度(SpO2)的装置,系统和方法。 评估SpO2的方法可能包括评估与运动伪影相关的噪声指标。 在一些实施例中,噪声度量的百分比(例如经验确定的百分比)可以简单地添加到SpO2估计值以产生校正的SpO2估计。 根据一些实施例,血氧测定算法可以包括组合多个内部SpO2估计和相关联的噪声和/或信号质量度量(例如,使用径向基神经网络)以产生经修改(例如,校正的)SpO2估计(例如, 而不仅仅是从有限数量的候选人中选择估计)。 修改的SpO2估计可能包括很少或没有基于运动的错误。
    • 10. 发明授权
    • Method and apparatus for detecting and analyzing variations in a physiologic parameter
    • 用于检测和分析生理参数变化的方法和装置
    • US08509869B2
    • 2013-08-13
    • US12467003
    • 2009-05-15
    • Clark R. Baker, Jr.Paul D. Mannheimer
    • Clark R. Baker, Jr.Paul D. Mannheimer
    • A61B5/00
    • A61B5/14551
    • The present disclosure is generally directed to identifying and/or analyzing high resolution variations in a measured physiologic parameter, such as blood oxygen saturation (SpO2) measured using pulse oximetry. Present embodiments may include a system including a sensor comprising an emitter capable of emitting light at different wavelengths into a tissue bed, and a detector capable of detecting the light from the emitter after dispersion and/or reflection by the tissue bed. Further, the system may include a pulse oximeter capable of receiving signals from the sensor that are indicative of characteristics of the light detected by the detector, and utilizing the signals to estimate blood oxygen saturation values over time at a high resolution to facilitate detection of variations in the blood oxygen saturation values that are smaller in magnitude than an accuracy, display precision, and/or calibration of the blood oxygen saturation values.
    • 本公开通常涉及鉴定和/或分析测量的生理参数中的高分辨率变化,例如使用脉搏血氧测定法测量的血氧饱和度(SpO2)。 本实施例可以包括包括传感器的系统,该传感器包括能够将不同波长的光发射到组织床中的发射器,以及能够在由组织床分散和/或反射之后检测来自发射体的光的检测器。 此外,该系统可以包括能够接收来自传感器的信号的脉搏血氧计,其指示由检测器检测到的光的特性,并且利用该信号以高分辨率随时间推定血氧饱和度值,以便于检测变化 在血氧饱和度值的范围内比血氧饱和度值的精度,显示精度和/或校准更小。