Deep learning-based simultaneous registration and unsupervised non-correspondence segmentation of medical images with pathologies.
Julia AndresenTimo KeppJan EhrhardtClaus von der BurchardJohann RoiderHeinz HandelsPublished in: Int. J. Comput. Assist. Radiol. Surg. (2022)
Keyphrases
- deep learning
- segmentation of medical images
- unsupervised learning
- deep architectures
- weakly supervised
- medical images
- restricted boltzmann machine
- deep belief networks
- unsupervised feature learning
- volumetric data
- machine learning
- semi supervised
- supervised learning
- feature selection
- object recognition
- wordnet
- dimensionality reduction
- co occurrence