US quantification of liver fat: past, present, and future

DT Fetzer, TT Pierce, ML Robbin, G Cloutier, A Mufti… - Radiographics, 2023 - pubs.rsna.org
Fatty liver disease has a high and increasing prevalence worldwide, is associated with
adverse cardiovascular events and higher long-term medical costs, and may lead to liver …

Basic concept and clinical applications of quantitative ultrasound (QUS) technologies

T Yamaguchi - Journal of Medical Ultrasonics, 2021 - Springer
In the field of clinical ultrasound, the full digitalization of diagnostic equipment in the 2000s
enabled the technological development of quantitative ultrasound (QUS), followed by …

Homodyned K-distribution parameter estimation in quantitative ultrasound: Autoencoder and Bayesian neural network approaches

AKZ Tehrani, G Cloutier, A Tang… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Quantitative ultrasound (QUS) analyzes the ultrasound (US) backscattered data to find the
properties of scatterers that correlate with the tissue microstructure. Statistics of the envelope …

Ultrasound screening of paediatric non-alcoholic fatty liver disease (NAFLD): A critical literature review

BN Ezenwuba, CM Hynes - Radiography, 2024 - Elsevier
Introduction Paediatric NAFLD is an increasing global health concern, which can be
effectively managed with early detection. Screening, using accurate, affordable, and …

Ultrasound sample entropy imaging: A new approach for evaluating hepatic steatosis and fibrosis

HJ Chan, Z Zhou, J Fang, DI Tai… - IEEE Journal of …, 2021 - ieeexplore.ieee.org
Objective: Hepatic steatosis causes nonalcoholic fatty liver disease and may progress to
fibrosis. Ultrasound is the first-line approach to examining hepatic steatosis. Fatty droplets in …

Modeling for quantitative analysis of Nakagami imaging in accurate detection and monitoring of therapeutic lesions by high-intensity focused ultrasound

M Han, W Song, F Zhang, Z Li - Ultrasound in Medicine & Biology, 2023 - Elsevier
Objective Nakagami imaging is an appealing monitoring and evaluation technique for high-
intensity focused ultrasound treatment when bubbles are present in ultrasound images. This …

Fatty liver evaluation with double-Nakagami model under low-resolution conditions

Y Sato, K Tamura, S Mori, DI Tai, PH Tsui… - Japanese Journal of …, 2021 - iopscience.iop.org
In previous studies, the double-Nakagami (DN) model has been proposed for fatty liver
assessment and applied to in vivo rat livers and clinical data sets. The healthy liver structure …

Improved robustness of multi-component analysis in amplitude envelope statistics using plane waves

Y Ujihara, K Tamura, S Mori, S Hirata… - Japanese Journal of …, 2023 - iopscience.iop.org
We compared the evaluation accuracy of amplitude envelope statistics under the
transmission and reception conditions of compounded plane wave imaging (CPWI) and …

Relationship between transmission/reception conditions of high-frequency plane wave compounding and evaluation accuracy of extended amplitude envelope …

T Higa, JA Ketterling, J Mamou, C Hoerig… - Japanese Journal of …, 2024 - iopscience.iop.org
The double–Nakagami (DN) model provides a method for analyzing the amplitude envelope
statistics of quantitative ultrasound (QUS). In this study, the relationship between the sound …

Appropriate indicator of modeling error for threshold-based model selection in statistics-based ultrasound tissue characterization

S Mori, M Arakawa, T Yamaguchi… - Japanese Journal of …, 2024 - iopscience.iop.org
Abstract Analysis of the envelope statistics of ultrasound echo signals contributes to
quantitative tissue characterization in medical ultrasound. Many probability distribution …