Polar map-free 3D deep learning algorithm to predict obstructive coronary artery disease with myocardial perfusion CZT-SPECT.
Chi-Lun KoShau-Syuan LinCheng-Wen HuangYu-Hui ChangKuan-Yin KoMei-Fang ChengShan-Ying WangChung-Ming ChenYen-Wen WuPublished in: European journal of nuclear medicine and molecular imaging (2022)
Our proposed polar map-free 3D DL algorithm to predict obstructive CAD from MPI outperformed TPD and did not require manual correction or a normal database.
Keyphrases
- deep learning
- coronary artery disease
- machine learning
- artificial intelligence
- convolutional neural network
- percutaneous coronary intervention
- cardiovascular events
- ionic liquid
- coronary artery bypass grafting
- high density
- pet ct
- adverse drug
- type diabetes
- heart failure
- electronic health record
- ejection fraction
- transcatheter aortic valve replacement
- aortic valve