Abstract: In recent years, deep learning techniques have shown remarkable performance in image segmentation tasks. Deep learning with a pre-trained model has been widely used to address the limited ...

Abstract: Automated ultrasound (US) image analysis is hindered by challenges stemming from low resolution, noise, and non-uniform grayscale distribution, which compromise image quality. While many ...