Vessel segmentation for X-ray coronary angiography using ensemble methods with deep learning and filter-based features.
Zijun GaoLu WangReza SoroushmehrAlexander WoodJonathan GryakBrahmajee. K. NallamothuKayvan NajarianPublished in: BMC Medical Imaging (2022)
Keyphrases
- x ray
- deep learning
- ensemble methods
- vessel segmentation
- medical imaging
- intraoperative
- benchmark datasets
- three dimensional
- machine learning methods
- prediction accuracy
- image features
- unsupervised learning
- vessel enhancement
- machine learning
- region growing
- feature set
- feature vectors
- high dimensional
- pairwise
- feature extraction
- decision trees
- support vector machine
- active learning
- feature space
- training data
- blood vessels
- retinal images
- feature selection