TY - JOUR
T1 - Nonlinearity parameter estimation method from fundamental band signal depletion in pulse-echo using a dual-energy model
AU - Coila, Andres
AU - Romero, Adriana
AU - Oelze, Michael L.
AU - Lavarello, Roberto
N1 - A.C. acknowledges the financial support from the National Council for Science, Technology and Technological Innovation [Consejo Nacional de Ciencia, Tecnolog\u00EDa e Innovaci\u00F3n (CONCYTEC)] and the National Program for Scientific Research and Advanced Studies [Programa Nacional de Investigaci\u00F3n Cient\u00EDfica y Estudios Avanzados (PROCIENCIA)], within the framework of the contest \u201CE067-2022-04 Special Projects: Projects for the Incorporation of Postdoctoral Researchers in Peruvian Institutions\u201D (PE501080392-2022), and the Pontificia Universidad Cat\u00F3lica del Per\u00FA through the grant \u201CPrograma Piloto de Proyectos de Investigaci\u00F3n en \u00C1reas Transversales en el Departamento de Ingenier\u00EDa.\u201D This work was also supported in part by grants from the National Institutes of Health (NIH) to M.L.O. (R01CA273700 and R01CA251939).
PY - 2025/3/1
Y1 - 2025/3/1
N2 - The estimation of the nonlinearity parameter (B/A) has the potential to be used in the clinical diagnosis of conditions such as liver steatosis. Recently, a pulse-echo method to estimate B/A based on the theory of the fundamental band amplitude depletion of weak waves, namely, the depletion method, was proposed. In the present work, the depletion method is presented with more technical detail. Then, the robustness of the depletion method is assessed by using simulations that diverge from the model requirements: (1) monochromatic plane wave propagation and (2) quadratic power-law frequency dependence attenuation. Regarding requirement (1), the results led to a critical finding that when using wideband pulses (37%-113% bandwidth), the bias of the B/A estimates is larger than the bias obtained using narrowband pulses (11%-28% bandwidth), even if requirement (2) holds. Regarding requirement (2), power-law frequency dependence closer to those of soft tissues, i.e., 1.1 or 1.2, using narrowband pulses presented bias of less than 10%. The use of narrowband pulses also was shown to be robust when the reference phantom and sample had attenuation mismatches of around 60%. Finally, the experimental feasibility of the depletion method was evaluated, showing results with good accuracy (bias <17%), which are consistent with the observations in the simulations.
AB - The estimation of the nonlinearity parameter (B/A) has the potential to be used in the clinical diagnosis of conditions such as liver steatosis. Recently, a pulse-echo method to estimate B/A based on the theory of the fundamental band amplitude depletion of weak waves, namely, the depletion method, was proposed. In the present work, the depletion method is presented with more technical detail. Then, the robustness of the depletion method is assessed by using simulations that diverge from the model requirements: (1) monochromatic plane wave propagation and (2) quadratic power-law frequency dependence attenuation. Regarding requirement (1), the results led to a critical finding that when using wideband pulses (37%-113% bandwidth), the bias of the B/A estimates is larger than the bias obtained using narrowband pulses (11%-28% bandwidth), even if requirement (2) holds. Regarding requirement (2), power-law frequency dependence closer to those of soft tissues, i.e., 1.1 or 1.2, using narrowband pulses presented bias of less than 10%. The use of narrowband pulses also was shown to be robust when the reference phantom and sample had attenuation mismatches of around 60%. Finally, the experimental feasibility of the depletion method was evaluated, showing results with good accuracy (bias <17%), which are consistent with the observations in the simulations.
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U2 - 10.1121/10.0036215
DO - 10.1121/10.0036215
M3 - Article
C2 - 40116839
AN - SCOPUS:105000548930
SN - 0001-4966
VL - 157
SP - 1969
EP - 1980
JO - Journal of the Acoustical Society of America
JF - Journal of the Acoustical Society of America
IS - 3
ER -