Jingfeng Lu

CAW-CL: Cascaded Adaptive Weighted Contrastive Learning for Unsupervised Ultrasound Plane-Wave Image Reconstruction

Ultrasound plane-wave (PW) imaging achieves an ultra-high frame rate at the expense of degraded image quality. Deep learning-based methods have emerged as a promising avenue for enhancing PW imaging quality. Existing research predominantly focuses on supervised learning that relies on high-quality p…