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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Bibliografske podrobnosti
izdano v: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
Format: Artigo
Jezik:Inglês
Izdano: Oxford University Press 2020
Teme:
Original Articles
Online dostop: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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