Speed-of-Sound Imaging Based on Reflector Delineation

波前 声学 计算机科学 成像体模 光学 迭代重建 超声波 反射器(摄影) 断层摄影术 人工智能 去相关 算法 计算机视觉 物理 光源
作者
Sergio J. Sanabria,Marga B. Rominger,Orçun Göksel
出处
期刊:IEEE Transactions on Biomedical Engineering [Institute of Electrical and Electronics Engineers]
卷期号:66 (7): 1949-1962 被引量:17
标识
DOI:10.1109/tbme.2018.2881302
摘要

Objective: Speed-of-sound (SoS) has large potential for tissue and pathology differentiation. We aim to develop a novel ultrasound computed tomography (USCT) technique that can reconstruct local SoS in tissue on conventional ultrasound machines with hand-held linear arrays. Methods: A passive reflector is placed opposite the tissue sample as an echogenic reference to measure the time-of-flight (ToF) of ultrasound wavefronts. A dynamic programming algorithm provides a robust ToF measurements based on global optimization of all transmit-receive echo data. An anisotropically-weighted total variation (AWTV) algorithm allows sharp delineation of focal lesions based on limited-angle USCT data. Results: Inclusions, which are not visible in conventional ultrasound, could be delineated in SoS images. AWTV allows to reconstruct focal lesions with a contrast ratio of 93.7% of their nominal value, compared to that of 31.5% with conventional least-squares based algebraic tomographic reconstruction. In full-wave simulations of realistic heterogeneous breast models, a high Contrast ratio of 84.3% is observed, with the reconstruction filtering out background heterogeneity. In experiments, our proposed method quantifies SoS in a homogeneous background with an accuracy of 0.93 ms -1 , allowing to differentiate several tissue types. Conclusion: We validate our method using numerical simulations with ray-tracing and full-wave models, and phantom and ex-vivo data. Preliminary in-vivo results show the potential of this new technique to detect and differentiate malignant and benign lesions in the breast. Significance: Breast cancer is the most common cancer in women. Ultrasound B-mode only provides qualitative information about breast lesions, whereas USCT can provide quantitative tissue imaging biomarkers, such as SoS. The proposed method can potentially be implemented as a complementary modality to ultrasound for tissue and disease differentiation.
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