Machine Learning Algorithms to Distinguish Myocardial Perfusion SPECT Polar Maps

Machine Learning Algorithms to Distinguish Myocardial Perfusion SPECT Polar Maps

Myocardial perfusion imaging (MPI) plays an important role in patients with suspected and documented coronary artery disease (CAD). Machine Learning (ML) algorithms have been developed for many medical applications with excellent performance. This study used ML algorithms to discern normal and abnor...

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Detalles Bibliográficos
Autores principales: Erito Marques de Souza Filho, Fernando de Amorim Fernandes, Christiane Wiefels, Lucas Nunes Dalbonio de Carvalho, Tadeu Francisco dos Santos, Alair Augusto Sarmet M. D. dos Santos, Evandro Tinoco Mesquita, Flávio Luiz Seixas, Benjamin J. W. Chow, Claudio Tinoco Mesquita, Ronaldo Altenburg Gismondi
Formato: article
Lenguaje:EN
Publicado: Frontiers Media S.A. 2021
Materias:
machine learning
polar maps
myocardial perfusion imaging (MPI)
coronary artery disease
random forest
Diseases of the circulatory (Cardiovascular) system
RC666-701
Acceso en línea:https://doaj.org/article/c764c5c5bb994257a3faf5283036acbf
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https://doaj.org/article/c764c5c5bb994257a3faf5283036acbf

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