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...

Full description

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

Internet

https://digital-library.theiet.org/content/journals/10.1049/joe.2020.0045

Similar Items