Benchmarking Ultrasound Foundation Models for Fetal Plane Classification 事件

Benchmarking Ultrasound Foundation Models for Fetal Plane Classification arXiv:2605.27796v1 Announce Type: cross Abstract: Ultrasound is widely used in obstetric care due to its safety, accessibility, and real-time imaging. However, interpretation remains operator-dependent and susceptible to noise and artifacts. Deep learning models have shown strong performance to solve these problem, but they typically require large annotated datasets that are difficult to obtain in clinical ultrasound. Foun