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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...
Autores principales: | Teuho, Jarmo, Schultz, Jussi, Klén, Riku, Knuuti, Juhani, Saraste, Antti, Ono, Naoaki, Kanaya, Shigehiko |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
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 |
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