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Yi Shen

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Open access Aug 2026

An unsupervised physics-informed neural deconvolution framework for ultrasound imaging

An unsupervised physics-informed deconvolution network framework (UPIDN) that bridges the strengths of physical modeling and deep learning is proposed, providing a reliable approach for high-quality ultrasound reconstruction without paired training data and offers a potential solution for ultrasound imaging scenarios w...

Xiang-Yu Li, Xin Zhang, Li-Zheng Zu et al. · 0 citations

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