Differentiating between cardiac amyloidosis and hypertrophic cardiomyopathy on non-contrast cine-magnetic resonance images using machine learning-based radiomics

OBJECTIVES: This study aimed to determine whether texture analysis (TA) and machine learning-based classifications can be applied in differential diagnosis of cardiac amyloidosis (CA) and hypertrophic cardiomyopathy (HCM) using non-contrast cine cardiac magnetic resonance (CMR) images. METHODS: In t...

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Detalles Bibliográficos
Autores principales: Jiang, Shu, Zhang, Lianlian, Wang, Jia, Li, Xia, Hu, Su, Fu, Yigang, Wang, Xin, Hao, Shaowei, Hu, Chunhong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Cardiovascular Medicine
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9643770/
https://www.ncbi.nlm.nih.gov/pubmed/36386316
http://dx.doi.org/10.3389/fcvm.2022.1001269

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