Literature DB >> 25963386

Effects of fatty infiltration in human livers on the backscattered statistics of ultrasound imaging.

Yung-Liang Wan1, Dar-In Tai2, Hsiang-Yang Ma3, Bing-Hao Chiang3, Chin-Kuo Chen4, Po-Hsiang Tsui5.   

Abstract

Ultrasound imaging has been widely applied to screen fatty liver disease. Fatty liver disease is a condition where large vacuoles of triglyceride fat accumulate in liver cells, thereby altering the arrangement of scatterers and the corresponding backscattered statistics. In this study, we used ultrasound Nakagami imaging to explore the effects of fatty infiltration in human livers on the statistical distribution of backscattered signals. A total of 107 patients volunteered to participate in the experiments. The livers were scanned using a clinical ultrasound scanner to obtain the raw backscattered signals for ultrasound B-mode and Nakagami imaging. Clinical scores of fatty liver disease for each patient were determined according to a well-accepted sonographic scoring system. The results showed that the Nakagami image can visualize the local backscattering properties of liver tissues. The Nakagami parameter increased from 0.62 ± 0.11 to 1.02 ± 0.07 as the fatty liver disease stage increased from normal to severe, indicating that the backscattered statistics vary from pre-Rayleigh to Rayleigh distributions. A significant positive correlation (correlation coefficient ρ = 0.84; probability value (p value) < 0.0001) exists between the degree of fatty infiltration and the Nakagami parameter, suggesting that ultrasound Nakagami imaging has potentials in future applications in fatty liver disease diagnosis. © IMechE 2015.

Entities:  

Keywords:  Ultrasound Nakagami imaging; envelope statistics; fatty liver

Mesh:

Year:  2015        PMID: 25963386     DOI: 10.1177/0954411915585864

Source DB:  PubMed          Journal:  Proc Inst Mech Eng H        ISSN: 0954-4119            Impact factor:   1.617


  11 in total

1.  A Computer-Aided Diagnosis Scheme For Detection Of Fatty Liver In Vivo Based On Ultrasound Kurtosis Imaging.

Authors:  Hsiang-Yang Ma; Zhuhuang Zhou; Shuicai Wu; Yung-Liang Wan; Po-Hsiang Tsui
Journal:  J Med Syst       Date:  2015-11-12       Impact factor: 4.460

2.  Hepatic steatosis assessment using ultrasound homodyned-K parametric imaging: the effects of estimators.

Authors:  Zhuhuang Zhou; Qiyu Zhang; Weiwei Wu; Ying-Hsiu Lin; Dar-In Tai; Jeng-Hwei Tseng; Yi-Ru Lin; Shuicai Wu; Po-Hsiang Tsui
Journal:  Quant Imaging Med Surg       Date:  2019-12

3.  Quantitative Ultrasound Radiofrequency Data Analysis for the Assessment of Hepatic Steatosis in Nonalcoholic Fatty Liver Disease Using Magnetic Resonance Imaging Proton Density Fat Fraction as the Reference Standard.

Authors:  Sun Kyung Jeon; Jeong Min Lee; Ijin Joo; Sae Jin Park
Journal:  Korean J Radiol       Date:  2021-03-09       Impact factor: 3.500

4.  Multimodal imaging reveals transient liver metabolic disturbance and sinusoidal circulation obstruction after a single administration of ketamine/xylazine mixture.

Authors:  Fang-Hsin Chen; Ching-Fang Yu; Chung-Lin Yang; Yu-Chun Lin; Gigin Lin; Chun-Chieh Wang; Huang-Ping Yu; Jui Fang; Ning-Fang Chang; Ji-Hong Hong
Journal:  Sci Rep       Date:  2020-02-27       Impact factor: 4.379

5.  Performance Evaluations on Using Entropy of Ultrasound Log-Compressed Envelope Images for Hepatic Steatosis Assessment: An In Vivo Animal Study.

Authors:  Jui Fang; Ning-Fang Chang; Po-Hsiang Tsui
Journal:  Entropy (Basel)       Date:  2018-02-11       Impact factor: 2.524

6.  Clinical Value of Information Entropy Compared with Deep Learning for Ultrasound Grading of Hepatic Steatosis.

Authors:  Jheng-Ru Chen; Yi-Ping Chao; Yu-Wei Tsai; Hsien-Jung Chan; Yung-Liang Wan; Dar-In Tai; Po-Hsiang Tsui
Journal:  Entropy (Basel)       Date:  2020-09-09       Impact factor: 2.524

7.  Ultrasound Entropy Imaging of Nonalcoholic Fatty Liver Disease: Association with Metabolic Syndrome.

Authors:  Ying-Hsiu Lin; Yin-Yin Liao; Chih-Kuang Yeh; Kuen-Cheh Yang; Po-Hsiang Tsui
Journal:  Entropy (Basel)       Date:  2018-11-22       Impact factor: 2.524

8.  Effect of ultrasound frequency on the Nakagami statistics of human liver tissues.

Authors:  Po-Hsiang Tsui; Zhuhuang Zhou; Ying-Hsiu Lin; Chieh-Ming Hung; Shih-Jou Chung; Yung-Liang Wan
Journal:  PLoS One       Date:  2017-08-01       Impact factor: 3.240

Review 9.  Quantitative ultrasound approaches for diagnosis and monitoring hepatic steatosis in nonalcoholic fatty liver disease.

Authors:  Amir M Pirmoazen; Aman Khurana; Ahmed El Kaffas; Aya Kamaya
Journal:  Theranostics       Date:  2020-03-04       Impact factor: 11.556

10.  Quantitative ultrasound radiofrequency data analysis for the assessment of hepatic steatosis using the controlled attenuation parameter as a reference standard.

Authors:  Sun Kyung Jeon; Ijin Joo; So Yeon Kim; Jong Keon Jang; Juil Park; Hee Sun Park; Eun Sun Lee; Jeong Min Lee
Journal:  Ultrasonography       Date:  2020-05-09
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