Japanese Journal of Applied Physics 63(5) 05SP03-05SP03 2024年5月1日
Abstract
Analysis of the envelope statistics of ultrasound echo signals contributes to quantitative tissue characterization in medical ultrasound. Many probability distribution model functions have been studied, and the model function that should be used for tissue characterization depends on the type of disease, even in the same organ. Thus, an appropriate model selection is important for an accurate diagnosis. In this study, we aimed to select a model using threshold processing for modeling errors instead of a simple selection by minimizing the modeling error. For this purpose, we compared several indicators of modeling errors using random number simulations, ultrasonic simulation, and phantom experiment. The results validated that the Mahalanobis distance of moments is an appropriate indicator because it enables the use of a constant threshold value, regardless of the type of model function and data length.
Ultrasound in medicine & biology 50(4) 592-599 2024年4月
OBJECTIVE: Hepatic fibrosis has recently been evaluated using ultrasonography or magnetic resonance elastography. Although the shear wave velocity (SWV) obtained using point shear wave elastography (pSWE) provides a valuable measure of fibrosis, underlying steatosis may affect its measurement. METHODS: Using hepatic fibrosis samples, this study evaluated the effect of steatosis on the shear wave velocity of pSWE (Vs) and viscoelastic properties (assessed by dynamic mechanical analysis) of rat liver. Fifty rats with various grades of steatosis and fibrosis underwent open abdominal in vivo Vs measurements using a commercial ultrasound scanner. The mechanical properties of hepatic tissue were also characterized under ex vivo conditions using dynamic mechanical analysis and the Zener model of viscoelasticity. RESULTS: Fibrosis and steatosis progression influenced Vs and elasticity. The SWV computed using the Zener model and Vs showed a substantial correlation (r > 0.8). Fibrosis progression increased SWV. Steatosis was also related to SWV. Steatosis progression obscured the SWV change associated with fibrosis progression. CONCLUSION: We conclude that steatosis progression affects the evaluation of fibrosis progression. This finding could aid discrimination of non-alcoholic steatohepatitis from non-alcoholic fatty liver disease using SWV.
Kazuki Tamura, Jonathan Mamou, Hiroyuki Hachiya, Kenji Yoshida, Tadashi Yamaguchi
PROCEEDINGS OF THE 2020 IEEE INTERNATIONAL ULTRASONICS SYMPOSIUM (IUS) 2020年 IEEE
Quantitative ultrasound (QUS) methods have been widely used for soft tissue characterization. Spatial resolution (i.e., ultrasound frequency) is an important factor for QUS methods. In our previous study, we proposed double Nakagami distribution (DND) model for the analysis of fatty liver and high frequency ultrasound (HFU) which allows finer-resolution QUS. Healthy liver structure filter (HLSF) classified each ROI based on the DND model parameter distribution which acquired from healthy liver samples. This approach was able to successfully diagnose fatty livers (>20 % steatosis percentage) in a dataset of 12 livers ranging from 0 to 90 % steatosis. This study proposed a compensation method to expand effective depth range of HLSF based on DND model using HFU measurement. Radio-frequency data was experimentally acquired from 12 excised rat livers (three healthy (0 % of hepatocytes contain lipid droplets) and nine fatty (10 to 70 %)). Healthy liver structure filter (HLSF) classified each ROI based on the DND model parameter distribution which acquired from healthy liver samples. The functions of the depth-dependent Nakagami parameters were obtained by fitting the modified Gaussian distribution to the Nakagami parameters obtained from the three normal liver samples. HLSF(x) was constructed using healthy liver datasets from focal depth - 0.5 mm to focal deplth + 3.5 mm in 1 mm interval. The filter applied to estimated DND parameters at the same depth. For comparison, the conventional method used a fixed value of the Nakagami parameter for DND model parameter estimation and HLSF constructed at focal depth. Depth dependent of the Nakagami parameter and HLSF decreased the depth dependency of DND model parameter. AUROC classifying over than 15 % steatosis progress improved the performance at a distance from focal depth of +3.5 mm (0.64 to 0.86). The proposed method expanded reliable QUS (area under the receiver operating characteristic > 0.85) depth range by 250 % against half of depth of field and demonstrate QUS can be used reliably with clinical HFU.
PROCEEDINGS OF THE 2020 IEEE INTERNATIONAL ULTRASONICS SYMPOSIUM (IUS) 2020年 IEEE
Elastography is a non-invasive technique for quantitatively measuring tissue viscoelasticity. To calibrate the elastography system or to evaluate bias and variance between several different elastography systems, a standardized viscoelastic phantom is needed. We have developed a viscoelastic dual-use phantom for ultrasound elastography (USE) and magnetic resonance elastography (MRE) that satisfies the QIBA acoustics specification.
JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2019年10月 ACOUSTICAL SOC AMER AMER INST PHYSICS
In this report, a method is proposed to quantify the translation of ultrasound contrast agent (UCA) microbubbles driven by acoustic radiation for the detection of channels filled with stationary fluid. The authors subjected UCA microbubbles in a channel with diameters of 0.1 and 0.5mm to ultrasound pulses with a center frequency of 14.4MHz. The translational velocity of the UCA microbubbles increased with the sound pressure and pulse repetition frequency (PRF) of the transmitted ultrasound. The mean translational velocity reached 0.75 mm/s at a negative peak sound pressure of 2.76 MPa and a PRF of 2 kHz. This trend agreed with the theoretical prediction, which indicated that the translational velocity was proportional to the square of the sound pressure and the PRF. Furthermore, an experiment was carried out with a phantom that mimics tissue and found that the proposed method aided in detection of the channel, even in the case of a low contrast-echo to tissue-echo ratio. The authors expect to develop the proposed method into a technique for detecting lymph vessels. (C) 2019 Acoustical Society of America.