[HTML][HTML] Hepatic steatosis assessment using quantitative ultrasound parametric imaging based on backscatter envelope statistics
Hepatic steatosis is a key manifestation of non-alcoholic fatty liver disease (NAFLD). Early
detection of hepatic steatosis is of critical importance. Currently, liver biopsy is the clinical …
detection of hepatic steatosis is of critical importance. Currently, liver biopsy is the clinical …
Ultrasound backscatter envelope statistics parametric imaging for liver fibrosis characterization: A review
Z Zhou, A Gao, Q Zhang, W Wu, S Wu… - Ultrasonic …, 2020 - journals.sagepub.com
Early detection and diagnosis of liver fibrosis is of critical importance. Currently the gold
standard for diagnosing liver fibrosis is biopsy. However, liver biopsy is invasive and …
standard for diagnosing liver fibrosis is biopsy. However, liver biopsy is invasive and …
Parallelized ultrasound homodyned-K imaging based on a generalized artificial neural network estimator
The homodyned-K (HK) distribution model is a generalized backscatter envelope statistical
model for ultrasound tissue characterization, whose parameters are of physical meaning. To …
model for ultrasound tissue characterization, whose parameters are of physical meaning. To …
Parameter estimation of the homodyned K distribution based on an artificial neural network for ultrasound tissue characterization
The homodyned K (HK) distribution allows a general description of ultrasound backscatter
envelope statistics with specific physical meanings. In this study, we proposed a new …
envelope statistics with specific physical meanings. In this study, we proposed a new …
A mathematical fuzzy fusion framework for whole tumor segmentation in multimodal MRI using Nakagami imaging
O Alpar - Expert Systems with Applications, 2023 - Elsevier
Automated lesion segmentation has become one of the most important tasks for the experts
and researchers dealing with intelligent image processing of brain magnetic resonance …
and researchers dealing with intelligent image processing of brain magnetic resonance …
Nakagami-Fuzzy imaging framework for precise lesion segmentation in MRI
Nakagami distribution and related imaging methods are very efficient in diagnostic
ultrasonography for visualization and characterization of tissues for years. Abnormalities in …
ultrasonography for visualization and characterization of tissues for years. Abnormalities in …
[HTML][HTML] Clinical value of information entropy compared with deep learning for ultrasound grading of hepatic steatosis
Entropy is a quantitative measure of signal uncertainty and has been widely applied to
ultrasound tissue characterization. Ultrasound assessment of hepatic steatosis typically …
ultrasound tissue characterization. Ultrasound assessment of hepatic steatosis typically …
[HTML][HTML] Hepatic steatosis assessment using ultrasound homodyned-K parametric imaging: the effects of estimators
Z Zhou, Q Zhang, W Wu, YH Lin, DI Tai… - … Imaging in Medicine …, 2019 - ncbi.nlm.nih.gov
Background The homodyned-K (HK) distribution is an important statistical model for
describing ultrasound backscatter envelope statistics. HK parametric imaging has shown …
describing ultrasound backscatter envelope statistics. HK parametric imaging has shown …
Scattering signatures of normal versus abnormal livers with support vector machine classification
Fifty years of research on the nature of backscatter from tissues has resulted in a number of
promising diagnostic parameters. We recently introduced two analyses tied directly to the …
promising diagnostic parameters. We recently introduced two analyses tied directly to the …
Nakagami imaging and morphing for multiple sclerosis lesion volume estimation
O Alpar, O Soukup, P Ryska, R Dvorakova… - Expert Systems with …, 2024 - Elsevier
Monitoring and tracking the size and the number of multiple sclerosis (MS) lesions is very
important in clinical medicine to understand the course and estimate the progression of this …
important in clinical medicine to understand the course and estimate the progression of this …