Fully Automatic Coronary Calcium Score Software Empowered by Artificial Intelligence Technology: Validation Study Using Three CT Cohorts.
June Goo LeeHeeSoo KimHee Jun KangHyun Jung KooJoon Won KangYoung Hak KimDong-Hyun YangPublished in: Korean journal of radiology (2021)
The atlas-based CAC_auto empowered by deep learning provided accurate calcium score measurement as compared with manual method and risk category classification, which could potentially streamline CAC imaging workflows.
Keyphrases
- deep learning
- artificial intelligence
- machine learning
- big data
- high resolution
- convolutional neural network
- coronary artery disease
- coronary artery
- computed tomography
- image quality
- single cell
- dual energy
- positron emission tomography
- heart failure
- magnetic resonance
- aortic stenosis
- atrial fibrillation
- data analysis
- left ventricular
- transcatheter aortic valve replacement
- ejection fraction
- aortic valve