Deep learning exploration for SPECT MPI polar map images classification in coronary artery disease.

Nikolaos I Papandrianos Ioannis D ApostolopoulosAnna FelekiDimitris J ApostolopoulosElpiniki I Papageorgiou

Published in: Annals of nuclear medicine (2022)

The proposed model could be an effective tool for medical classification problems, in the case of polar map data acquired from myocardial perfusion images.

Keyphrases

deep learning
coronary artery disease
convolutional neural network
artificial intelligence
machine learning

big data
mental health
ionic liquid
healthcare
high density

electronic health record
percutaneous coronary intervention
coronary artery bypass grafting
pet ct

cardiovascular events
type diabetes
heart failure
aortic valve