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20232026
most citedA Novel Training Framework for Physics-informed Neural Networks: Towards Real-time Applications in Ultrafast Ultrasound Blood Flow Imaging

4 citations · 4 across the 5 of their papers we have counts for

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cs.CV2026

Coherence-Guided Pyramid Self-Contrastive Disentanglement for Ultrasound Imaging via Single-Shot Test-Time Training

Jiajing Zhang, Bingze Dai, Xi Zhang +2

The inherent electronic noise, side lobes, and speckle noise complicate clinical interpretation of ultrasound images. Conventional denoising methods rely on explicit noise assumpti…