Radiomics analysis enhances the diagnostic performance of CMR stress perfusion: a proof-of-concept study using the Dan-NICAD dataset

Radiomics analysis enhances the diagnostic performance of CMR stress perfusion: a proof-of-concept study using the Dan-NICAD dataset

ObjectivesTo assess the feasibility of extracting radiomics signal intensity based features from the myocardium using cardiovascular magnetic resonance (CMR) imaging stress perfusion sequences. Furthermore, to compare the diagnostic performance of radiomics models against standard-of-care qualitativ...

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Bibliographic Details
Main Authors: Zahra Raisi-Estabragh, Carlos Martin-Isla, Louise Nissen, Liliana Szabo, Victor M. Campello, Sergio Escalera, Simon Winther, Morten Bøttcher, Karim Lekadir, Steffen E. Petersen
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-09-01
Series:Frontiers in Cardiovascular Medicine
Subjects:
radiomics
Dan-NICAD
CMR (cardiovascular magnetic resonance)
stress perfusion cardiac MRI
machine learning (ML)
Online Access:https://www.frontiersin.org/articles/10.3389/fcvm.2023.1141026/full

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https://www.frontiersin.org/articles/10.3389/fcvm.2023.1141026/full

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