TCT-233 Machine-Learned Algorithms Utilizing Novel Tomography for Evaluating Coronary Artery Disease

Tom Stuckey,Frederick Meine,Narendra Singh,Prashant Kaul,Jeremiah Depta,Roger S. Gammon,John Steuter,Horace Gillins,Tim Burton,Ali Khosousi,Ian Shadforth,Shyam Ramchandani,William J. Sanders

Journal of the American College of Cardiology（2018）

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摘要

Machine learning utilizing convolutional neural networks and elastic net combined with a novel cardiac phase space tomography (cPST) now permits rapid analysis of thoracic phase signals for the assessment of coronary artery disease. This new approach does not require radiation, exercise, or

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