Plane-wave medical image reconstruction based on dynamic Criss-Cross attention and multi-scale convolution
Cuiyun Yang,
Taicheng Bian,
Jin Yang
et al.
Abstract:BACKGROUND: Plane-wave imaging is widely employed in medical imaging due to its ultra-fast imaging speed. However, the image quality is compromised. Existing techniques to enhance image quality tend to sacrifice the imaging frame rate. OBJECTIVE: The study aims to reconstruct high-quality plane-wave images while maintaining the imaging frame rate. METHODS: The proposed method utilizes a U-Net-based generator incorporating a multi-scale convolution module in the encoder to extract information at different level… Show more
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