基于最佳运输框架的环阵列超声波断层扫描的声音速度和声学减弱的波形逆转
Dan Gao1, Xiaoyan Tao1, Fansheng Meng1
1The State Key Laboratory of Extreme Environment Optoelectronic Dynamic Measurement Technology and Instrument, North University of China, Taiyuan, 030051, Shanxi, China.
Ultrasonics
|February 17, 2026
概括
这项研究引入了一种先进的超声波断层扫描方法,用于高分辨率的乳腺组织成像. 这种新技术显著提高了用于临床应用的重建准确性和解剖学一致性.
科学领域:
- 生物医学成像技术 生物医学成像技术
- 医学物理 医学物理
- 超声波技术 超声波技术
背景情况:
- 传统的断层扫描由于衍射效应和模型依赖而缺乏分辨率.
- 超声波计算机断层扫描 (UCT) 需要先进的反转方法来准确地重建组织.
研究的目的:
- 开发一种高分辨率的UCT方法,用于重建异质乳腺组织结构.
- 在UCT中提高全波形逆转 (FWI) 的准确性和稳定性.
- 为了实现精确的多式成像,用于临床乳腺癌检测.
主要方法:
- 采用了基于环阵列的超声波计算机断层扫描系统.
- 为FWI开发了一种利用最佳运输理论和2 - 瓦瑟斯坦度量学的反转框架.
- 使用负相信息,纳入了一个Sigmoid调节术语来增强反转稳定性.
主要成果:
- 西格莫伊德规范的最佳运输FWI框架实现了高的重建精度 (例如,直径误差为2.1%).
- 实验验证显示了与B模式超声波的高度解剖学一致性.
- 损伤区域匹配达到了92.6%的子系数,证明了临床相关性.
结论:
- 拟议的UCT方法为乳腺组织成像提供了更高的分辨率和准确性.
- 基于运输的最佳FWI与Sigmoid调整有效地解决了传统断层扫描的局限性.
- 这种方法对临床环境中高精度多模式成像具有前景.
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