vox2vec: A Framework for Self-supervised Contrastive Learning of Voxel-Level Representations in Medical Images.
Mikhail GoncharovVera SobolevaAnvar KurmukovMaxim PisovMikhail BelyaevPublished in: MICCAI (1) (2023)
Keyphrases
- medical images
- higher level
- anatomical structures
- imaging modalities
- mr images
- deformable models
- clinical practice
- magnetic resonance
- image intensity
- medical image segmentation
- x ray images
- magnetic resonance imaging
- learning tasks
- medical imaging
- magnetic resonance images
- medical diagnosis
- medical data
- medical image analysis
- soft tissue
- computer aided diagnosis
- brain images
- ct images
- three dimensional