Machine Learning-Based Pulse Wave Analysis for Early Detection of Abdominal Aortic Aneurysms Using In Silico Pulse Waves

Machine Learning-Based Pulse Wave Analysis for Early Detection of Abdominal Aortic Aneurysms Using In Silico Pulse Waves

An abdominal aortic aneurysm (AAA) is usually asymptomatic until rupture, which is associated with extremely high mortality. Consequently, the early detection of AAAs is of paramount importance in reducing mortality; however, most AAAs are detected by medical imaging only incidentally. The aim of th...

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Bibliographic Details
Main Authors: Tianqi Wang, Weiwei Jin, Fuyou Liang, Jordi Alastruey
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Symmetry
Subjects:
abdominal aortic aneurysm
pulse wave analysis
one-dimensional modelling
in silico pulse waves
machine learning
recurrent neural network
Online Access:https://www.mdpi.com/2073-8994/13/5/804

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