Deep Learning-Based Automated Diagnosis for Coronary Artery Disease Using SPECT-MPI Images

Deep Learning-Based Automated Diagnosis for Coronary Artery Disease Using SPECT-MPI Images

(1) Background: Single-photon emission computed tomography (SPECT) myocardial perfusion imaging (MPI) is a long-established estimation methodology for medical diagnosis using image classification illustrating conditions in coronary artery disease. For these procedures, convolutional neural networks...

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Bibliographic Details
Main Authors: Nikolaos I. Papandrianos, Anna Feleki, Elpiniki I. Papageorgiou, Chiara Martini
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Journal of Clinical Medicine
Subjects:
cardiovascular diagnosis
coronary artery
deep learning
SPECT
myocardial perfusion images
classification
Online Access:https://www.mdpi.com/2077-0383/11/13/3918

Internet

https://www.mdpi.com/2077-0383/11/13/3918

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