Towards General Purpose Vision Foundation Models for Medical Image Analysis: An Experimental Study of DINOv2 on Radiology Benchmarks.
Mohammed BaharoonWaseem QureshiJiahong OuyangYanwu XuKilian PholAbdulrhman AljouieWei PengPublished in: CoRR (2023)
Keyphrases
- medical image analysis
- general purpose
- medical images
- image registration
- anatomical structures
- real time
- probabilistic model
- deformable models
- visual programming environment
- medical imaging
- image analysis
- neural network
- vision system
- magnetic resonance images
- computer vision
- data mining
- model fitting
- special purpose
- imaging modalities
- computer vision and pattern recognition
- computational vision