Unsupervised pathology detection in medical images using conditional variational autoencoders.
Hristina UzunovaSandra SchultzHeinz HandelsJan EhrhardtPublished in: Int. J. Comput. Assist. Radiol. Surg. (2019)
Keyphrases
- medical images
- anatomical structures
- medical imaging
- deformable models
- medical data
- image intensity
- mr images
- medical image analysis
- medical diagnosis
- magnetic resonance images
- ct images
- magnetic resonance
- biomedical images
- medical image segmentation
- imaging modalities
- computer aided diagnosis
- soft tissue
- region of interest
- magnetic resonance imaging
- x ray images
- computed tomography
- computer tomography
- unsupervised learning
- denoising
- brain images
- multi modality
- image segmentation
- mri images
- segmentation of medical images
- clinical applications
- computer assisted
- markov random field
- semi supervised
- volumetric data
- image analysis
- deep belief networks
- three dimensional