Long Axis Cardiac MRI Segmentation Using Anatomically-Guided UNets and Transfer Learning.
Andre Von ZubenEmily WhittFelipe A. C. VianaLuigi E. PerottiPublished in: FIMH (2023)
Keyphrases
- medical images
- transfer learning
- short axis
- cardiac mri
- mri images
- long axis
- left ventricle
- left ventricular
- manual segmentation
- anatomical structures
- mr images
- labeled data
- fully automatic
- mri data
- collaborative filtering
- active learning
- reinforcement learning
- machine learning
- text classification
- learning algorithm
- segmentation algorithm
- automatic segmentation
- ground truth
- image analysis
- pattern recognition
- pose estimation
- graph cuts
- semi supervised
- subject specific
- computer vision
- data sets