USCL: Pretraining Deep Ultrasound Image Diagnosis Model through Video Contrastive Representation Learning

Yixiong Chen, Chunhui Zhang, Li Liu +4

Most deep neural networks (DNNs) based ultrasound (US) medical image analysis models use pretrained backbones (e.g., ImageNet) for better model generalization. However, the domain…