TY - JOUR
T1 - Generation of anatomically realistic numerical phantoms for photoacoustic and ultrasonic breast imaging
AU - Lou, Yang
AU - Zhou, Weimin
AU - Matthews, Thomas P.
AU - Appleton, Catherine M.
AU - Anastasioa, Mark A.
N1 - Funding Information:
This research was supported in part by NIH awards CA 167446, EB0169301, EB02016802, and NSF award DMS 1614305.
Publisher Copyright:
© 2017 Society of Photo-Optical Instrumentation Engineers (SPIE).
PY - 2017/4/1
Y1 - 2017/4/1
N2 - Photoacoustic computed tomography (PACT) and ultrasound computed tomography (USCT) are emerging modalities for breast imaging. As in all emerging imaging technologies, computer-simulation studies play a critically important role in developing and optimizing the designs of hardware and image reconstruction methods for PACT and USCT. Using computer-simulations, the parameters of an imaging system can be systematically and comprehensively explored in a way that is generally not possible through experimentation. When conducting such studies, numerical phantoms are employed to represent the physical properties of the patient or object to-be-imaged that influence the measured image data. It is highly desirable to utilize numerical phantoms that are realistic, especially when task-based measures of image quality are to be utilized to guide system design. However, most reported computer-simulation studies of PACT and USCT breast imaging employ simple numerical phantoms that oversimplify the complex anatomical structures in the human female breast. We develop and implement a methodology for generating anatomically realistic numerical breast phantoms from clinical contrast-enhanced magnetic resonance imaging data. The phantoms will depict vascular structures and the volumetric distribution of different tissue types in the breast. By assigning optical and acoustic parameters to different tissue structures, both optical and acoustic breast phantoms will be established for use in PACT and USCT studies.
AB - Photoacoustic computed tomography (PACT) and ultrasound computed tomography (USCT) are emerging modalities for breast imaging. As in all emerging imaging technologies, computer-simulation studies play a critically important role in developing and optimizing the designs of hardware and image reconstruction methods for PACT and USCT. Using computer-simulations, the parameters of an imaging system can be systematically and comprehensively explored in a way that is generally not possible through experimentation. When conducting such studies, numerical phantoms are employed to represent the physical properties of the patient or object to-be-imaged that influence the measured image data. It is highly desirable to utilize numerical phantoms that are realistic, especially when task-based measures of image quality are to be utilized to guide system design. However, most reported computer-simulation studies of PACT and USCT breast imaging employ simple numerical phantoms that oversimplify the complex anatomical structures in the human female breast. We develop and implement a methodology for generating anatomically realistic numerical breast phantoms from clinical contrast-enhanced magnetic resonance imaging data. The phantoms will depict vascular structures and the volumetric distribution of different tissue types in the breast. By assigning optical and acoustic parameters to different tissue structures, both optical and acoustic breast phantoms will be established for use in PACT and USCT studies.
KW - Breast imaging
KW - Breast segmentation
KW - Optoacoustic tomography
KW - Photoacoustic computed tomography
KW - Ultrasound computed tomography
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U2 - 10.1117/1.JBO.22.4.041015
DO - 10.1117/1.JBO.22.4.041015
M3 - Article
C2 - 28138689
AN - SCOPUS:85013393893
SN - 1083-3668
VL - 22
JO - Journal of Biomedical Optics
JF - Journal of Biomedical Optics
IS - 4
M1 - 041015
ER -