3D Self-Supervised Methods for Medical Imaging.
Aiham TalebWinfried LoetzschNoel DanzJulius SeverinThomas GaertnerBenjamin BergnerChristoph LippertPublished in: CoRR (2020)
Keyphrases
- medical imaging
- supervised methods
- medical images
- x ray
- labeled data
- semi supervised
- semantic segmentation
- image analysis
- weakly supervised
- word sense disambiguation
- image segmentation
- methods require
- image registration
- object class
- labor intensive
- image processing
- labeled training data
- computer vision
- semi supervised learning
- classification models
- high quality
- unlabeled data
- semi automatic
- graph cuts
- higher order
- object detection
- prior knowledge
- pattern recognition
- training data
- three dimensional
- neural network