Machine learning predicts per-vessel early coronary revascularization after fast myocardial perfusion SPECT: results from multicentre REFINE SPECT registry

AIMS: To optimize per-vessel prediction of early coronary revascularization (ECR) within 90 days after fast single-photon emission computed tomography (SPECT) myocardial perfusion imaging (MPI) using machine learning (ML) and introduce a method for a patient-specific explanation of ML results in a c...

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Detalhes bibliográficos
Publicado no:Eur Heart J Cardiovasc Imaging
Main Authors: Hu, Lien-Hsin, Betancur, Julian, Sharir, Tali, Einstein, Andrew J, Bokhari, Sabahat, Fish, Mathews B, Ruddy, Terrence D, Kaufmann, Philipp A, Sinusas, Albert J, Miller, Edward J, Bateman, Timothy M, Dorbala, Sharmila, Di Carli, Marcelo, Germano, Guido, Commandeur, Frederic, Liang, Joanna X, Otaki, Yuka, Tamarappoo, Balaji K, Dey, Damini, Berman, Daniel S, Slomka, Piotr J
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2020
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Original Articles
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7167744/
https://ncbi.nlm.nih.gov/pubmed/31317178
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/ehjci/jez177
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