arXiv:2411.16551eess.IVphysics.med-ph2024-11被引 4

通过相干性优化声速偏差校正,提升胎儿超声图像质量。

Coherence Based Sound Speed Aberration Correction -- with clinical validation in fetal ultrasound

  • 直接从双程平均声速估算偏差,避免复杂反演计算。
  • 临床验证显示72.5%图像质量优于或等同于无校正结果。
  • 适合需提升产科超声图像清晰度的研究与临床应用。

本研究旨在展示一种鲁棒且经临床验证的医学超声声速偏差校正方法。所提方法通过观测的双程分布平均声速直接计算聚焦延迟,对多个相干图像进行波束成形,并选择使每像素相干性最大的声速。该方法无需对局部声速图进行病态反演,其相干图像处理策略能适应体内低相干区域与非轴向散射等挑战。方法在体外和仿真条件下验证,与真实声速图相关性高。进一步在172例产科B模式图像上进行临床验证,数据由GE Healthcare Voluson Expert 22系统搭配eM6c矩阵探头采集。三位专家评估显示,校正后图像在72.5%情况下优于或等同于未校正(1540m/s)效果。同时采用数字摄影中的锐度指标量化图像质量,结果显示锐度提升与平均声速变化呈线性相关,皮尔逊相关系数为0.67。

原文摘要 · Abstract (English)

The purpose of this work is to demonstrate a robust and clinically validated method for correcting sound speed aberrations in medical ultrasound. We propose a correction method that calculates focusing delays directly from the observed two-way distributed average sound speed. The method beamforms multiple coherence images and selects the sound speed that maximizes the coherence for each image pixel. The main contribution of this work is the direct estimation of aberration, without the ill-posed inversion of a local sound speed map, and the proposed processing of coherence images which adapts to in vivo situations where low coherent regions and off-axis scattering represents a challenge. The method is validated in vitro and in silico showing high correlation with ground truth speed of sound maps. Further, the method is clinically validated by being applied to channel data recorded from 172 obstetric Bmode images, and 12 case examples are presented and discussed in detail. The data is recorded with a GE HealthCare Voluson Expert 22 system with an eM6c matrix array probe. The images are evaluated by three expert clinicians, and the results show that the corrected images are preferred or gave equivalent quality to no correction (1540m/s) for 72.5% of the 172 images. In addition, a sharpness metric from digital photography is used to quantify image quality improvement. The increase in sharpness and the change in average sound speed are shown to be linearly correlated with a Pearson Correlation Coefficient of 0.67.

超声成像声速校正胎儿超声

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