Self-supervised Deep Learning for Denoising in Ultrasound Microvascular Imaging

Lijie Huang, Jingyi Yin, Jingke Zhang +15

Ultrasound microvascular imaging (UMI) is often hindered by low signal-to-noise ratio (SNR), especially in contrast-free or deep tissue scenarios, which impairs subsequent vascular…