Acoustic attenuation imaging of tissue bulk properties with a priori information.

Attenuation of ultrasound waves traversing a medium is not only a result of absorption and scattering within a given tissue, but also of coherent scattering, including diffraction, refraction, and reflection of the acoustic wave at tissue boundaries. This leads to edge enhancement and other artifacts in most reconstruction algorithms, other than 3D wave migration with currently impractical, implementations. The presented approach accounts for energy loss at tissue boundaries by normalizing data based on variable sound speed, and potential density, of the medium using a k-space wave solver. Coupled with a priori knowledge of major sound speed distributions, physical attenuation values within broad ranges, and the assumption of homogeneity within segmented regions, an attenuation image representative of region bulk properties is constructed by solving a penalized weighted least squares optimization problem. This is in contradistinction to absorption or to conventional attenuation coefficient based on overall insertion loss with strong dependence on sound speed and impedance mismatches at tissue boundaries. This imaged property will be referred to as the bulk attenuation coefficient. The algorithm is demonstrated on an opposed array setup, with mean-squared-error improvements from 0.6269 to 0.0424 (dB/cm/MHz)2 for a cylindrical phantom, and 0.1622 to 0.0256 (dB/cm/MHz)2 for a windowed phantom.

[1]  Carri Glide-Hurst,et al.  Multi-modal breast imaging with ultrasound tomography , 2008, SPIE Medical Imaging.

[2]  David Robinson,et al.  Non-Invasive Breast Tissue Characterization Using Ultrasound Speed and Attenuation , 2007 .

[3]  T. V. Oughton,et al.  Breast imaging in coronal planes with simultaneous pulse echo and transmission ultrasound. , 1981, Science.

[4]  D. Borup,et al.  Full-Wave, Non-Linear, Inverse Scattering , 2007 .

[5]  Doreen Steed,et al.  Dedicated 3D photoacoustic breast imaging. , 2013, Medical physics.

[6]  T. Isernia,et al.  Degree of nonlinearity and a new solution procedure in scalar two-dimensional inverse scattering problems. , 2001, Journal of the Optical Society of America. A, Optics, image science, and vision.

[7]  J. Greenleaf,et al.  Clinical Imaging with Transmissive Ultrasonic Computerized Tomography , 1981, IEEE Transactions on Biomedical Engineering.

[8]  B T Cox,et al.  k-space propagation models for acoustically heterogeneous media: application to biomedical photoacoustics. , 2007, The Journal of the Acoustical Society of America.

[9]  Fong Ming Hooi,et al.  Dual sided automated ultrasound system in the mammographic geometry , 2011, 2011 IEEE International Ultrasonics Symposium.

[10]  Tor D Tosteson,et al.  Digital breast tomosynthesis: initial experience in 98 women with abnormal digital screening mammography. , 2007, AJR. American journal of roentgenology.

[11]  Davide Fontanarosa,et al.  A CT based correction method for speed of sound aberration for ultrasound based image guided radiotherapy. , 2011, Medical physics.

[12]  Neb Duric,et al.  Sound-speed and attenuation imaging of breast tissue using waveform tomography of transmission ultrasound data , 2007, SPIE Medical Imaging.

[13]  Sheng-Wen Huang,et al.  Ultrasonic computed tomography reconstruction of the attenuation coefficient using a linear array. , 2005, IEEE transactions on ultrasonics, ferroelectrics, and frequency control.

[14]  Michael P. Andre,et al.  Pre-Clinical Experience with Full-Wave Inverse-Scattering for Breast Imaging , 2008 .

[15]  Mahta Moghaddam,et al.  Self-characterization of commercial ultrasound probes in transmission acoustic inverse scattering: transducer model and volume integral formulation , 2014, IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control.

[16]  T. D. Mast Empirical relationships between acoustic parameters in human soft tissues , 2000 .

[17]  Peter J. Littrup,et al.  In-vivo imaging of breast cancer with ultrasound tomography: probing the tumor environment , 2011, Medical Imaging.

[18]  G H Glover,et al.  Computerized time-of flight ultrasonic tomography for breast examination. , 1977, Ultrasound in medicine & biology.

[19]  J. Brian Fowlkes,et al.  Local compression in automated breast ultrasound in the mammographic geometry , 2010, 2010 IEEE International Ultrasonics Symposium.

[20]  R C Chivers,et al.  Ultrasonic attenuation in human tissue. , 1975, Ultrasound in medicine & biology.

[21]  Lei Xi,et al.  High resolution functional photoacoustic tomography of breast cancer. , 2015, Medical physics.

[22]  D. Fontanarosa Evaluation of speed of sound aberration and correction for ultrasound guided radiation therapy , 2014 .

[23]  D B Plewes,et al.  Comparison of breast magnetic resonance imaging, mammography, and ultrasound for surveillance of women at high risk for hereditary breast cancer. , 2001, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[24]  Paul L Carson,et al.  First-arrival traveltime sound speed inversion with a priori information. , 2014, Medical physics.

[25]  D. Kopans,et al.  Digital tomosynthesis in breast imaging. , 1997, Radiology.

[26]  Radovan Jirik,et al.  Ultrasonic attenuation tomography based on log-spectrum analysis , 2005, SPIE Medical Imaging.

[27]  F L Bookstein,et al.  Assessment of ultrasonic computed tomography in symptomatic breast patients by discriminant analysis. , 1989, Ultrasound in medicine & biology.

[28]  J. J. Gisvold,et al.  Ultrasound transmission computed tomography of the breast. , 1984, Radiology.

[29]  M. Helvie,et al.  Multi-modality 3D breast imaging with X-Ray tomosynthesis and automated ultrasound , 2007, 2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[30]  D. Rotten,et al.  The value of ultrasonic examination to detect and diagnose breast carcinomas. Analysis of the results obtained in 125 tumors using radiographic and ultrasound mammography , 1992, Ultrasound in obstetrics & gynecology : the official journal of the International Society of Ultrasound in Obstetrics and Gynecology.

[31]  Mahta Moghaddam,et al.  Large-Domain, Low-Contrast Acoustic Inverse Scattering for Ultrasound Breast Imaging , 2010, IEEE Transactions on Biomedical Engineering.

[32]  Klaus Mueller,et al.  Refraction corrected transmission ultrasound computed tomography for application in breast imaging. , 2010, Medical physics.

[33]  Michael P. Andre,et al.  Three-dimensional nonlinear inverse scattering: Quantitative transmission algorithms, refraction corrected reflection, scanner design and clinical results , 2013 .

[34]  J F Greenleaf,et al.  Measurement of spatial distribution of refractive index in tissues by ultrasonic computer assisted tomography. , 1978, Ultrasound in medicine & biology.

[35]  Linda K. Olson,et al.  Quantitative volumetric breast imaging with 3D inverse scatter computed tomography , 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[36]  Jean B. Cormack,et al.  Combined screening with ultrasound and mammography vs mammography alone in women at elevated risk of breast cancer. , 2008, JAMA.

[37]  R. Fimmers,et al.  Mammography, breast ultrasound, and magnetic resonance imaging for surveillance of women at high familial risk for breast cancer. , 2005, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[38]  Albert Tarantola,et al.  Inverse problem theory - and methods for model parameter estimation , 2004 .

[39]  Avinash C. Kak,et al.  Signal Processing of Broadband Pulsed Ultrasound: Measurement of Attenuation of Soft Biological Tissues , 1978, IEEE Transactions on Biomedical Engineering.

[40]  Zhixing Xie,et al.  Combined photoacoustic and acoustic imaging of human breast specimens in the mammographic geometry. , 2013, Ultrasound in medicine & biology.

[41]  Cuiping Li,et al.  Breast Imaging Using Transmission Ultrasound: Reconstructing Tissue Parameters of Sound Speed and Attenuation , 2008, 2008 International Conference on BioMedical Engineering and Informatics.