Learning Generalized Medical Image Representations Through Image-Graph Contrastive Pretraining.
Sameer Tajdin KhannaDaniel MichaelMarinka ZitnikPranav RajpurkarPublished in: ML4H@NeurIPS (2023)
Keyphrases
- medical images
- biomedical images
- region of interest
- computer tomography
- mri images
- medical image retrieval
- image data
- image content
- medical diagnosis
- image retrieval
- low level
- image features
- ct images
- learning tasks
- active learning
- image classification
- multiscale
- medical image segmentation
- magnetic resonance imaging
- image collections
- magnetic resonance images
- x ray images
- high resolution
- image processing
- medical imaging
- mr images
- similarity measure