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ShanghaiTech University Knowledge Management System
Geometric a priori informed bent-ray tracing for accelerated sound speed imaging in ultrasound computed tomography | |
2025-07 | |
发表期刊 | ULTRASONICS (IF:3.8[JCR-2023],3.7[5-Year]) |
ISSN | 0041-624X |
EISSN | 1874-9968 |
卷号 | 151页码:107595 |
发表状态 | 已发表 |
DOI | 10.1016/j.ultras.2025.107595 |
摘要 | Bent-ray tracing ultrasound computed tomography (USCT) is a promising technique for breast cancer screening which quantitatively provides speed-of-sound (SOS) distribution in human breasts. In this modality, SOS images are reconstructed with an iterative process to match the measured time-of-flights and the ones predicted by Eikonal equation solved with the fast marching method (FMM). The Eikonal equation is meant to be applied in SOS heterogeneous media and its evaluation with FMM is an computational expensive process. However, in USCT, the object is placed in a homogeneous coupling medium. Thus, the acoustic environment is formed by two parts, the homogeneous background (coupling medium) and the heterogeneous object. In this work, we leverage this strong a priori information and propose a method to accelerate SOS image formation for bent-ray tracing USCT. We show that, given the boundary information of the object, Eikonal equation only needs to be evaluated in a limited area covering the object. For that, the partial FMM and the associated ray-tracing strategy are proposed to reduce the computational cost of the forward modeling. We also managed to restrict image reconstruction area inside the object for improved convergence rate of the optimization. Both the simulation and phantom imaging experiments with ring transducer arrays demonstrated that the proposed method reduces the reconstruction time in an object size dependent manner. For the object occupying 20.3% to 56.3% of the image field of the ring array, we observed 30.1%–61.9% reduction in image reconstruction time without sacrificing the image quality, compared to classical method. The proposed strategy can be adopted for fast SOS imaging with bent-ray tracing USCT to improve patient throughput for breast cancer screening. © 2025 Elsevier B.V. |
关键词 | Acoustic wave velocity Computerized tomography Image denoising Image enhancement Image quality Mammography Photointerpretation Ray tracing Ultrasonic imaging Boundary information Breast cancer screening Coupling medium Eikonal equation Fast marching methods Partial fast marching method Sound image Speed-of-sound imaging Speeds of sound Ultrasound computed tomography |
URL | 查看原文 |
收录类别 | SCI ; EI |
语种 | 英语 |
资助项目 | Natural Science Foundation of Shanghai, China[24ZR1450700] ; National Natural Science Foundation of China[12404533] ; Shanghai Sailing Program[21YF142 9300] |
WOS研究方向 | Acoustics ; Radiology, Nuclear Medicine & Medical Imaging |
WOS类目 | Acoustics ; Radiology, Nuclear Medicine & Medical Imaging |
WOS记录号 | WOS:001446662200001 |
出版者 | Elsevier B.V. |
EI入藏号 | 20251118046199 |
EI主题词 | Image reconstruction |
EI分类号 | 102.1.2.1 Health Care ; 1106.3.1 Image Processing ; 716.1 Information Theory and Signal Processing ; 741.1 Light/Optics ; 742.1 Photography ; 746 Imaging Techniques ; 751.1 Acoustic Waves ; 753.3 Ultrasonic Applications |
原始文献类型 | Journal article (JA) |
文献类型 | 期刊论文 |
条目标识符 | https://kms.shanghaitech.edu.cn/handle/2MSLDSTB/503666 |
专题 | 信息科学与技术学院 信息科学与技术学院_硕士生 信息科学与技术学院_博士生 信息科学与技术学院_PI研究组_蔡夕然组 |
通讯作者 | Liu, Chengcheng; Cai, Xiran |
作者单位 | 1.School of Information Science and Technology, ShanghaiTech University, Shanghai; 201210, China; 2.Academy for Engineering and Technology, Fudan University, Shanghai; 200433, China; 3.Shanghai Engineering Research Center of Intelligent Vision and Imaging, ShanghaiTech University, Shanghai; 201210, China; 4.Key Laboratory of Biomedical Imaging Science and System, Chinese Academy of Sciences, Shenzhen; 518055, China |
第一作者单位 | 信息科学与技术学院 |
通讯作者单位 | 信息科学与技术学院; 上海科技大学 |
第一作者的第一单位 | 信息科学与技术学院 |
推荐引用方式 GB/T 7714 | Huang, Yiming,Zeng, Yi,Cui, Shilong,et al. Geometric a priori informed bent-ray tracing for accelerated sound speed imaging in ultrasound computed tomography[J]. ULTRASONICS,2025,151:107595. |
APA | Huang, Yiming,Zeng, Yi,Cui, Shilong,Liu, Chengcheng,&Cai, Xiran.(2025).Geometric a priori informed bent-ray tracing for accelerated sound speed imaging in ultrasound computed tomography.ULTRASONICS,151,107595. |
MLA | Huang, Yiming,et al."Geometric a priori informed bent-ray tracing for accelerated sound speed imaging in ultrasound computed tomography".ULTRASONICS 151(2025):107595. |
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