Optimization of reconstruction time of ultrasound computed tomography with a piecewise homogeneous region-based refract-ray model

被引:9
作者
Yuan, Yu [1 ]
Zhao, Yue [1 ,3 ]
Xiao, Yang [1 ]
Jin, Jing [1 ]
Feng, Naizhang [2 ]
Shen, Yi [2 ]
机构
[1] Harbin Inst Technol, Sch Astronaut, Control Theory & Engn, Harbin, Peoples R China
[2] Harbin Inst Technol, Shenzhen Engn Lab Med Intelligent Wireless Ultraso, Harbin, Peoples R China
[3] Room 502, Main Bldg, 92 Dazhi St, Harbin, Heilongjiang, Peoples R China
关键词
Ultrasound computed tomography; Ray -based algorithm; Ultrasound refraction; Image reconstruction; BREAST-CANCER; IMAGES; SEGMENTATION; LOCALIZATION; VELOCITY; MAMMOGRAPHY; ALGORITHM; SPEED;
D O I
10.1016/j.ultras.2022.106837
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
In this article, a novel ultrasound computed tomography (USCT) reconstruction algorithm for breast imaging is proposed. This algorithm is based on an ultrasound propagation model, the refract-ray model (RRM). In this model, the field of imaging is assumed as piecewise homogenous and is divided into several regions. The ul-trasound propagation paths are considered polylines that only refract at the borders of the regions. The edge information is provided by B-mode imaging. Both simulations and experiments are implemented to validate the proposed algorithm. Compared with the traditional bent-ray model (BRM), the time of reconstructions using RRM decreases by over 90 %. In simulations, the imaging qualities for RRM and BRM are comparable, in terms of the root mean square error, the Tenengrad value, and the deformation of digital phantom. In the experiments, a cylindrical agar phantom is imaged using a customized imaging system. When imaging using RRM, the estimate of the phantom radius is about 0.1 mm in error, while it is about 0.3 mm in error using BRM. Moreover, the Tenengrad value of the result using RRM is much higher than that using BRM (9.76 compared to 0.79). The results show that the proposed algorithm can better delineate the phantom within a water bath. In future work, further experimental work is required to validate the method for improving imaging quality under breast -mimicking imaging conditions.
引用
收藏
页数:14
相关论文
共 57 条
[41]  
Qu X., 2017, PHASE ABERRATION COR, P1
[42]   Novel automatic first-arrival picking method for ultrasound sound-speed tomography [J].
Qu, Xiaolei ;
Azuma, Takashi ;
Imoto, Haruka ;
Raufy, Riaz ;
Lin, Hongxiang ;
Nakamura, Hirofumi ;
Tamano, Satoshi ;
Takagi, Shu ;
Umemura, Shin-ichiro ;
Sakuma, Ichiro ;
Matsumoto, Yoichiro .
JAPANESE JOURNAL OF APPLIED PHYSICS, 2015, 54 (07)
[43]   Bent ray ultrasound tomography reconstruction using virtual receivers for reducing time cost [J].
Qu, Xiaolei ;
Azuma, Takashi ;
Nakamura, Hirofumi ;
Imoto, Haruka ;
Tamano, Satoshi ;
Takagi, Shu ;
Umemura, Shin-Ichiro ;
Sakuma, Ichiro ;
Matsumoto, Yoichiro .
MEDICAL IMAGING 2015: ULTRASONIC IMAGING AND TOMOGRAPHY, 2015, 9419
[44]   Multi-parameter reconstruction of velocity and density using ultrasonic tomography based on full waveform inversion [J].
Rao, Jing ;
Yang, Jizhong ;
Ratassepp, Madis ;
Fan, Zheng .
ULTRASONICS, 2020, 101
[45]   Sound Speed Estimation Using Wave-based Ultrasound Tomography: Theory and GPU Implementation [J].
Roy, O. ;
Jovanovic, I. ;
Hormati, A. ;
Parhizkar, R. ;
Vetterli, M. .
MEDICAL IMAGING 2010: ULTRASONIC IMAGING, TOMOGRAPHY, AND THERAPY, 2010, 7629
[46]   Breast Cancer Assessment With Pulse-Echo Speed of Sound Ultrasound From Intrinsic Tissue Reflections Proof-of-Concept [J].
Ruby, Lisa ;
Sanabria, Sergio J. ;
Martini, Katharina ;
Dedes, Konstantin J. ;
Vorburger, Denise ;
Oezkan, Ece ;
Frauenfelder, Thomas ;
Goksel, Orcun ;
Rominger, Marga B. .
INVESTIGATIVE RADIOLOGY, 2019, 54 (07) :419-427
[47]   Spatial domain reconstruction for imaging speed-of-sound with pulse-echo ultrasound: simulation and in vivo study [J].
Sanabria, Sergio J. ;
Ozkan, Ece ;
Rominger, Marga ;
Goksel, Orcun .
PHYSICS IN MEDICINE AND BIOLOGY, 2018, 63 (21)
[48]   Improved forward model for quantitative pulse-echo speed-of-sound imaging [J].
Staehli, Patrick ;
Kuriakose, Maju ;
Frenz, Martin ;
Jaeger, Michael .
ULTRASONICS, 2020, 108
[49]  
Veronesi U, 2005, LANCET, V365, P1727, DOI 10.1016/S0140-6736(05)66546-4
[50]   Waveform Inversion With Source Encoding for Breast Sound Speed Reconstruction in Ultrasound Computed Tomography [J].
Wang, Kun ;
Matthews, Thomas ;
Anis, Fatima ;
Li, Cuiping ;
Duric, Neb ;
Anastasio, Mark A. .
IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL, 2015, 62 (03) :475-493