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

The analysis of the backscattered statistics using the Nakagami parameter is an emerging ultrasound technique for assessing hepatic steatosis and fibrosis. Previous studies indicated that the echo amplitude distribution of a normal liver follows the Rayleigh distribution (the Nakagami parameter m is...

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Main Authors: Po-Hsiang Tsui, Zhuhuang Zhou, Ying-Hsiu Lin, Chieh-Ming Hung, Shih-Jou Chung, Yung-Liang Wan
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2017-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC5538657?pdf=render
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spelling doaj-1be74066e7bf46eaa855ac66d716ca3c2020-11-25T01:41:53ZengPublic Library of Science (PLoS)PLoS ONE1932-62032017-01-01128e018178910.1371/journal.pone.0181789Effect of ultrasound frequency on the Nakagami statistics of human liver tissues.Po-Hsiang TsuiZhuhuang ZhouYing-Hsiu LinChieh-Ming HungShih-Jou ChungYung-Liang WanThe analysis of the backscattered statistics using the Nakagami parameter is an emerging ultrasound technique for assessing hepatic steatosis and fibrosis. Previous studies indicated that the echo amplitude distribution of a normal liver follows the Rayleigh distribution (the Nakagami parameter m is close to 1). However, using different frequencies may change the backscattered statistics of normal livers. This study explored the frequency dependence of the backscattered statistics in human livers and then discussed the sources of ultrasound scattering in the liver. A total of 30 healthy participants were enrolled to undergo a standard care ultrasound examination on the liver, which is a natural model containing diffuse and coherent scatterers. The liver of each volunteer was scanned from the right intercostal view to obtain image raw data at different central frequencies ranging from 2 to 3.5 MHz. Phantoms with diffuse scatterers only were also made to perform ultrasound scanning using the same protocol for comparisons with clinical data. The Nakagami parameter-frequency correlation was evaluated using Pearson correlation analysis. The median and interquartile range of the Nakagami parameter obtained from livers was 1.00 (0.98-1.05) for 2 MHz, 0.93 (0.89-0.98) for 2.3 MHz, 0.87 (0.84-0.92) for 2.5 MHz, 0.82 (0.77-0.88) for 3.3 MHz, and 0.81 (0.76-0.88) for 3.5 MHz. The Nakagami parameter decreased with the increasing central frequency (r = -0.67, p < 0.0001). However, the effect of ultrasound frequency on the statistical distribution of the backscattered envelopes was not found in the phantom results (r = -0.147, p = 0.0727). The current results demonstrated that the backscattered statistics of normal livers is frequency-dependent. Moreover, the coherent scatterers may be the primary factor to dominate the frequency dependence of the backscattered statistics in a liver.http://europepmc.org/articles/PMC5538657?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Po-Hsiang Tsui
Zhuhuang Zhou
Ying-Hsiu Lin
Chieh-Ming Hung
Shih-Jou Chung
Yung-Liang Wan
spellingShingle Po-Hsiang Tsui
Zhuhuang Zhou
Ying-Hsiu Lin
Chieh-Ming Hung
Shih-Jou Chung
Yung-Liang Wan
Effect of ultrasound frequency on the Nakagami statistics of human liver tissues.
PLoS ONE
author_facet Po-Hsiang Tsui
Zhuhuang Zhou
Ying-Hsiu Lin
Chieh-Ming Hung
Shih-Jou Chung
Yung-Liang Wan
author_sort Po-Hsiang Tsui
title Effect of ultrasound frequency on the Nakagami statistics of human liver tissues.
title_short Effect of ultrasound frequency on the Nakagami statistics of human liver tissues.
title_full Effect of ultrasound frequency on the Nakagami statistics of human liver tissues.
title_fullStr Effect of ultrasound frequency on the Nakagami statistics of human liver tissues.
title_full_unstemmed Effect of ultrasound frequency on the Nakagami statistics of human liver tissues.
title_sort effect of ultrasound frequency on the nakagami statistics of human liver tissues.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2017-01-01
description The analysis of the backscattered statistics using the Nakagami parameter is an emerging ultrasound technique for assessing hepatic steatosis and fibrosis. Previous studies indicated that the echo amplitude distribution of a normal liver follows the Rayleigh distribution (the Nakagami parameter m is close to 1). However, using different frequencies may change the backscattered statistics of normal livers. This study explored the frequency dependence of the backscattered statistics in human livers and then discussed the sources of ultrasound scattering in the liver. A total of 30 healthy participants were enrolled to undergo a standard care ultrasound examination on the liver, which is a natural model containing diffuse and coherent scatterers. The liver of each volunteer was scanned from the right intercostal view to obtain image raw data at different central frequencies ranging from 2 to 3.5 MHz. Phantoms with diffuse scatterers only were also made to perform ultrasound scanning using the same protocol for comparisons with clinical data. The Nakagami parameter-frequency correlation was evaluated using Pearson correlation analysis. The median and interquartile range of the Nakagami parameter obtained from livers was 1.00 (0.98-1.05) for 2 MHz, 0.93 (0.89-0.98) for 2.3 MHz, 0.87 (0.84-0.92) for 2.5 MHz, 0.82 (0.77-0.88) for 3.3 MHz, and 0.81 (0.76-0.88) for 3.5 MHz. The Nakagami parameter decreased with the increasing central frequency (r = -0.67, p < 0.0001). However, the effect of ultrasound frequency on the statistical distribution of the backscattered envelopes was not found in the phantom results (r = -0.147, p = 0.0727). The current results demonstrated that the backscattered statistics of normal livers is frequency-dependent. Moreover, the coherent scatterers may be the primary factor to dominate the frequency dependence of the backscattered statistics in a liver.
url http://europepmc.org/articles/PMC5538657?pdf=render
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