Deep learning exploration for SPECT MPI polar map images classification in coronary artery disease.
Nikolaos I PapandrianosIoannis D ApostolopoulosAnna FelekiDimitris J ApostolopoulosElpiniki I PapageorgiouPublished 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