Classification of ischemia from myocardial polar maps in (15)O–H(2)O cardiac perfusion imaging using a convolutional neural network

We implemented a two-dimensional convolutional neural network (CNN) for classification of polar maps extracted from Carimas (Turku PET Centre, Finland) software used for myocardial perfusion analysis. 138 polar maps from (15)O–H(2)O stress perfusion study in JPEG format from patients classified as i...

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Detalles Bibliográficos
Autores principales: Teuho, Jarmo, Schultz, Jussi, Klén, Riku, Knuuti, Juhani, Saraste, Antti, Ono, Naoaki, Kanaya, Shigehiko
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8857225/
https://www.ncbi.nlm.nih.gov/pubmed/35181681
http://dx.doi.org/10.1038/s41598-022-06604-x

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8857225/
https://www.ncbi.nlm.nih.gov/pubmed/35181681
http://dx.doi.org/10.1038/s41598-022-06604-x

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