USFM: A universal ultrasound foundation model generalized to tasks and organs towards label efficient image analysis.
Jing JiaoJin ZhouXiaokang LiMenghua XiaYi HuangLihong HuangNa WangXiaofan ZhangShichong ZhouYuanyuan WangYi GuoPublished in: Medical Image Anal. (2024)
Keyphrases
- image analysis
- statistical model
- computational model
- input data
- computer vision
- pattern recognition
- probabilistic model
- probability distribution
- prediction model
- simulation model
- theoretical foundation
- neural network model
- conceptual model
- medical imaging
- scale space
- management system
- prior knowledge
- multiscale
- high level
- feature selection