A proof of concept study for machine learning application to stenosis detection.

This proof of concept (PoC) assesses the ability of machine learning (ML) classifiers to predict the presence of a stenosis in a three vessel arterial system consisting of the abdominal aorta bifurcating into the two common iliacs. A virtual patient database (VPD) is created using one-dimensional pu...

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Bibliographic Details

Published in:	Medical & Biological Engineering & Computing Vol. 59; no. 10; pp. 2085 - 2115
Main Authors:	Jones, Gareth, Parr, Jim, Nithiarasu, Perumal, Pant, Sanjay
Format:	research Journal Article
Published:	Springer Nature Oct2021
Online Access:	View this record in EBSCOhost