Is it Time to Replace CNNs with Transformers for Medical Images?
Christos MatsoukasJohan Fredin HaslumMagnus SöderbergKevin SmithPublished in: CoRR (2021)
Keyphrases
- medical images
- cellular neural networks
- anatomical structures
- medical image segmentation
- image intensity
- deformable models
- medical imaging
- magnetic resonance images
- mr images
- medical diagnosis
- medical image analysis
- computed tomography
- medical data
- ct images
- imaging modalities
- computer aided diagnosis
- magnetic resonance imaging
- region of interest
- soft tissue
- brain images
- magnetic resonance
- clinical applications
- x ray images
- biomedical images
- mri images
- segmentation of medical images
- pattern recognition
- clinical practice
- multi modality
- semantic annotation
- ct data
- medical image retrieval
- computer tomography
- image modalities