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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Detalles Bibliográficos
Publicado en:Medical & Biological Engineering & Computing Vol. 59; no. 10; pp. 2085 - 2115
Autores principales: Jones, Gareth, Parr, Jim, Nithiarasu, Perumal, Pant, Sanjay
Formato: research Journal Article
Publicado: Springer Nature Oct2021
Acceso en línea:Ver este registro en EBSCOhost