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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Publicat a:JACC Cardiovasc Imaging
Autors principals: 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.
Format: Artigo
Idioma:Inglês
Publicat: 2018
Matèries:
Article
Accés en línia: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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