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METHOD AND PROGRAM FOR STROKE VOLUME ACQUISITION USING ARTERIAL PRESSURE WAVEFORM

机译:利用动脉压力波形进行冲程量采集的方法和程序

摘要

The present invention provides a method and a program for cardiac output acquisition using an arterial pressure waveform which accurately acquire a cardiac output. The method for cardiac output acquisition using an arterial pressure waveform comprises: a step in which a computer acquires cardiac output measurement data of a patient during a predetermined period of time; a step in which the computer acquires arterial pressure waveform data of the patient including one or more heartbeat cycles; a step in which the computer maps the cardiac output measurement data and the arterial pressure waveform data to generate a data set; a step in which the computer performs learning by a learning model with the data set as input data; and a step in which the computer uses results of the learning to acquire a cardiac output value by regression analysis. The learning model includes a plurality of calculation steps, sequentially performs the calculation steps, and sends a subsampling value of data values in a previous step to the next step without undergoing each calculation step. The subsampling value is at least one among the average value, maximum value, minimum value, and differentiation value of the data values of the previous step.
机译:本发明提供一种用于使用动脉压波形来精确地获取心输出量的心输出量获取的方法和程序。利用动脉压波形进行心输出量获取的方法包括:步骤:计算机在预定时间段内获取患者的心输出量测量数据;所述计算机获取包括一个或多个心跳周期的患者的动脉压波形数据的步骤;步骤,计算机将心输出量测量数据和动脉压波形数据作图以产生数据集;步骤,计算机通过学习模型以数据集作为输入数据进行学习;所述计算机使用所述学习结果通过回归分析获得心输出量的步骤。学习模型包括多个计算步骤,依次执行计算步骤,并且在不经历每个计算步骤的情况下将前一步骤中的数据值的子采样值发送到下一步骤。二次采样值是前一步的数据值的平均值,最大值,最小值和微分值中的至少一个。

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