RAD-DINO: Exploring Scalable Medical Image Encoders Beyond Text Supervision.
Fernando Pérez-GarcíaHarshita SharmaSam Bond-TaylorKenza BouzidValentina SalvatelliMaximilian IlseShruthi BannurDaniel C. CastroAnton SchwaighoferMatthew P. LungrenMaria WetscherekNoel CodellaStephanie L. HylandJavier Alvarez-ValleOzan OktayPublished in: CoRR (2024)
Keyphrases
- medical images
- medical diagnosis
- medical imaging
- magnetic resonance
- magnetic resonance images
- medical image segmentation
- biomedical images
- mr images
- ct images
- magnetic resonance imaging
- region of interest
- imaging modalities
- medical data
- multi modality
- soft tissue
- medical image registration
- brain images
- medical image retrieval
- x ray images
- text mining
- medical image databases
- clinical practice
- text retrieval
- image classification
- clinical applications
- mri images
- white matter
- active learning
- keywords