Attri-VAE: attribute-based, disentangled and interpretable representations of medical images with variational autoencoders.
Irem CetinOscar CamaraMiguel Ángel González BallesterPublished in: CoRR (2022)
Keyphrases
- medical images
- medical imaging
- anatomical structures
- deformable models
- medical image analysis
- image intensity
- mr images
- medical image segmentation
- magnetic resonance
- magnetic resonance imaging
- imaging modalities
- soft tissue
- magnetic resonance images
- medical data
- medical diagnosis
- ct images
- computer aided diagnosis
- computed tomography
- clinical practice
- biomedical images
- denoising
- brain images
- region of interest
- multi modality
- x ray images
- clinical applications
- image segmentation
- computer tomography
- deep belief networks
- medical image retrieval