Automatic Diagnosis of Coronary Artery Disease in SPECT Myocardial Perfusion Imaging Employing Deep Learning

Automatic Diagnosis of Coronary Artery Disease in SPECT Myocardial Perfusion Imaging Employing Deep Learning

Focusing on coronary artery disease (CAD) patients, this research paper addresses the problem of automatic diagnosis of ischemia or infarction using single-photon emission computed tomography (SPECT) (Siemens Symbia S Series) myocardial perfusion imaging (MPI) scans and investigates the capabilities...

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Bibliographic Details
Main Authors: Nikolaos Papandrianos, Elpiniki Papageorgiou
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Applied Sciences
Subjects:
coronary artery disease
SPECT MPI scans
deep learning
convolutional neural networks
transfer learning
classification models
Online Access:https://www.mdpi.com/2076-3417/11/14/6362

Internet

https://www.mdpi.com/2076-3417/11/14/6362

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