Ultrasound

Anatomy-Anchored Self-Supervision: Distilling Vision Foundation Models for Invariant Ultrasound Representation
Anatomy-anchored self-supervised learning for invariant ultrasound representation.
Chunzheng Zhu, Yijun Wang, Jianxin Lin, Feng Wang, Hongwei Wang, Lei Zhao, Shengli Li, Kenli Li
Anatomy-Anchored Self-Supervision: Distilling Vision Foundation Models for Invariant Ultrasound Representation
Subspace-Guided Semantic and Topological Invariant Registration for Annotation-Free Ultrasound Plane Quality Control
Annotation-free ultrasound plane quality control with subspace-guided registration.
Chunzheng Zhu, Jianxin Lin, Feng Wang, Cheng Jiang, Guanghua Tan, Zhenyu Zhou, Shengli Li, Kenli Li
Subspace-Guided Semantic and Topological Invariant Registration for Annotation-Free Ultrasound Plane Quality Control
Advancing Ultrasound Medical Continuous Learning with Task-Specific Generalization and Adaptability
Task-specific continual learning for ultrasound medical image analysis.
Chunzheng Zhu, Jianxin Lin, Guanghua Tan, Ningbo Zhu, Kenli Li, Chunlian Wang, Shengli Li
Advancing Ultrasound Medical Continuous Learning with Task-Specific Generalization and Adaptability
AI-assisted Fetal Ultrasound Diagnosis
Research and development of AI-assisted fetal ultrasound diagnosis systems.