Deep Learning for Prediction of Obstructive Disease from Fast Myocardial Perfusion SPECT: A Multicenter Study

OBJECTIVES: We evaluated the automatic prediction of obstructive disease from myocardial perfusion imaging (MPI) by deep learning as compared to total perfusion deficit (TPD). BACKGROUND: Deep convolutional neural networks trained with large multi-center population may provide improved prediction of...

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Detalhes bibliográficos
Publicado no:JACC Cardiovasc Imaging
Main Authors: Betancur, Julian, Commandeur, Frederic, Motlagh, Mahsaw, Sharir, Tali, Einstein, Andrew J., Bokhari, Sabahat, Fish, Mathews B., Ruddy, Terrence D., Kaufmann, Philipp, Sinusas, Albert J., Miller, Edward J., Bateman, Timothy M., Dorbala, Sharmila, Di Carli, Marcelo, Germano, Guido, Otaki, Yuka, Tamarappoo, Balaji K., Dey, Damini, Berman, Daniel S., Slomka, Piotr J.
Formato: Artigo
Idioma:Inglês
Publicado em: 2018
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6135711/
https://ncbi.nlm.nih.gov/pubmed/29550305
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jcmg.2018.01.020
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