Estimation of pulsatile flow and differential pressure based on multi-layer perceptron using an axial flow blood pump

Estimation of pulsatile flow and differential pressure based on multi-layer perceptron using an axial flow blood pump

This study proposes a non-invasive method for estimating the pulsating flow and pressure difference, which uses the blood pump estimation model based on a multi-layer perceptron to calculate the flow and pressure difference under pulsating conditions. The model takes 11 parameters such as the rotati...

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Bibliographic Details
Main Authors:	Dang Caixin, Wang Shuai, Yu Zheqin, Wu Weiqiang, Wu Kun, Tan Jianping
Format:	Article
Language:	English
Published:	Wiley 2020-10-01
Series:	The Journal of Engineering
Subjects:	blood vessels blood pressure measurement pulsatile flow haemodynamics multilayer perceptrons blood pumps differential pressure multilayer perceptron axial flow blood pump noninvasive method pulsating flow estimation model pulsating conditions pulsation waveform flow error pressure difference error traditional flow pressure prediction method
Online Access:	https://digital-library.theiet.org/content/journals/10.1049/joe.2020.0045

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