The Effect of Intrinsic Dataset Properties on Generalization: Unraveling Learning Differences Between Natural and Medical Images.
Nicholas KonzMaciej A. MazurowskiPublished in: ICLR (2024)
Keyphrases
- medical images
- medical image analysis
- mr images
- anatomical structures
- computer aided diagnosis
- deformable models
- medical imaging
- imaging modalities
- magnetic resonance
- image intensity
- medical image segmentation
- magnetic resonance imaging
- clinical applications
- brain images
- segmentation of medical images
- multi modality
- medical image retrieval
- three dimensional
- level set method
- soft tissue
- medical diagnosis
- x ray images
- region of interest
- visual features
- multi modal
- image registration