Classification of ischemia from myocardial polar maps in 15O–H2O cardiac perfusion imaging using a c...
Classification of ischemia from myocardial polar maps in 15O–H2O cardiac perfusion imaging using a convolutional neural network
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London: Nature Publishing Group UK
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English
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London: Nature Publishing Group UK
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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 ischemic or non-ischemic based on findin...
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Classification of ischemia from myocardial polar maps in 15O–H2O cardiac perfusion imaging using a convolutional neural network
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TN_cdi_doaj_primary_oai_doaj_org_article_d0018c3527c848469a7b685159dba5ab
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https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_d0018c3527c848469a7b685159dba5ab
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ISSN
2045-2322
E-ISSN
2045-2322
DOI
10.1038/s41598-022-06604-x
