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How to Maintain Image Quality at Reduced Cost, Size, and Power in Ultrasound Imaging

机译:如何以超声成像降低成本,尺寸和功率维护图像质量

摘要

Disclosed herein is a computer-implemented medical ultrasound imaging method, and a system for performing the method, the method comprising: forming a first frame of an ultrasound image sequence having a high image quality; forming at least one frame of an ultrasound image sequence having degraded image quality; forming a second frame of the ultrasound image sequence having high image quality; and improving the quality of at least one frame of the ultrasound image sequence with degraded image quality by using the first frame and/or the second frame of the ultrasound image sequence with high image quality. In some cases, improvement of the quality of at least one frame of an ultrasound image sequence with degraded image quality is achieved by application of machine learning.
机译:本文公开了一种计算机实现的医学超声成像方法,以及用于执行该方法的系统,该方法包括:形成具有高图像质量的超声图像序列的第一帧; 形成具有降低图像质量的超声图像序列的至少一帧; 形成具有高图像质量的超声图像序列的第二帧; 通过使用具有高图像质量的超声图像序列的第一帧和/或第二帧来提高超声图像序列的至少一帧超声图像序列的至少一帧的质量。 在一些情况下,通过应用机器学习,实现了通过应用具有降级的图像质量的超声图像序列的至少一帧超声图像序列的质量的提高。

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