Detection and Labeling of Vertebrae in MR Images Using Deep Learning with Clinical Annotations as Training Data.
Daniel ForsbergErik SjöblomJeffrey L. SunshinePublished in: J. Digit. Imaging (2017)
Keyphrases
- mr images
- deep learning
- magnetic resonance
- training data
- unsupervised learning
- medical images
- magnetic resonance images
- multiple sclerosis
- clinical applications
- mri data
- image data
- medical imaging
- supervised learning
- learning algorithm
- data sets
- machine learning
- object detection
- mental models
- phantom images
- brain tumors
- image segmentation
- deformable models
- image registration
- active learning
- prostate cancer
- clinical trials
- training set
- ct data
- decision trees
- training examples
- pairwise
- weakly supervised
- feature selection