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NON-INVASIVE METHOD AND SYSTEM FOR ESTIMATING BLOOD PRESSURE FROM PHOTOPLETHYSMOGRAM USING STATISTICAL POST-PROCESSING

机译:基于统计后处理的无创方法和系统,用于从光体积模型中估计血压

摘要

A system and method for estimating blood pressure (BP) using photoplethysmogram (PPG) has been explained. The PPG is captured from a PPG sensor (102). For preparing training model, a pulse oximeter is used for capturing PPG. For testing, a smartphone camera is used for capturing the PPG signal. A plurality of features are extracted from the preprocessed PPG signal. A BP distribution is then generated using the plurality of features and the training model. The BP distribution is part of a set of BP distributions generated from different subjects. Finally, a post-processing methodology have been used to reject inconsistent data out of the set of BP distributions and BP value is estimated only for the remaining BP distributions and a statistical average is provided as the blood pressure estimate.
机译:已经解释了使用光电容积描记法(PPG)估计血压(BP)的系统和方法。从PPG传感器(102)捕获PPG。为了准备训练模型,脉搏血氧仪用于捕获PPG。为了进行测试,使用智能手机相机捕获PPG信号。从预处理的PPG信号中提取多个特征。然后,使用多个特征和训练模型来生成BP分布。 BP分布是从不同主体生成的一组BP分布的一部分。最后,一种后处理方法已被用来拒绝一组BP分布中不一致的数据,并且仅针对剩余的BP分布估算BP值,并提供了统计平均值作为血压估算值。

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