USFM: A universal ultrasound foundation model generalized to tasks and organs towards label efficient image analysis
Jing Jiao, Jin Zhou, Xiaokang Li, Menghua Xia, Yi Huang, Lihong Huang, Na Wang, Xiaofan Zhang, Shichong Zhou, Yuanyuan Wang, Yi Guo
Topics & Concepts
Computer scienceGeneralityArtificial intelligenceSegmentationGrayscaleMachine learningImage (mathematics)Pattern recognition (psychology)Data miningPsychotherapistPsychologyAI in cancer detectionMedical Image Segmentation TechniquesColorectal Cancer Screening and Detection