Catheter segmentation in X-ray fluoroscopy using synthetic data and transfer learning with light U-nets.
Marta GherardiniEvangelos B. MazomenosArianna MenciassiDanail StoyanovPublished in: Comput. Methods Programs Biomed. (2020)
Keyphrases
- feature selection
- x ray
- synthetic data
- transfer learning
- real image data
- medical imaging
- text categorization
- text classification
- machine learning
- intraoperative
- labeled data
- x ray images
- ct volume
- ct scans
- computer tomography
- real world
- digital x ray images
- data sets
- active learning
- three dimensional
- segmentation algorithm
- collaborative filtering
- fluoroscopic images
- reinforcement learning
- segmentation method
- anatomical structures
- left atrium
- image segmentation
- semi supervised learning
- medical images
- mri data
- guide wire
- pre operative
- semi supervised
- learning algorithm
- data mining
- magnetic resonance imaging
- recommender systems
- imaging modalities
- ct images
- machine learning algorithms