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Author:

Tsui, Po-Hsiang (Tsui, Po-Hsiang.) | Ma, Hsiang-Yang (Ma, Hsiang-Yang.) | Zhou, Zhuhuang (Zhou, Zhuhuang.) | Ho, Ming-Chih (Ho, Ming-Chih.) | Lee, Yu-Hsin (Lee, Yu-Hsin.)

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EI Scopus SCIE PubMed

Abstract:

Ultrasound Nakagami parametric imaging is a useful tool for tissue characterization. Previous literature has suggested using a square with side lengths corresponding to 3 times the transducer pulse length as the minimum window for constructing the Nakagami image. This criterion does not produce sufficiently smooth images for the Nakagami image to characterize homogeneous tissues. To improve image smoothness, we proposed window-modulated compounding (WMC) Nakagami imaging based on summing and averaging the Nakagami images formed using sliding windows with varying window side lengths from 1 to N times the transducer pulse length in 1 pulse length step. Simulations (the number densities of scatterers: 2-16 scatterers/mm(2)) and experiments on fully developed speckle phantoms (the scatterer diameters: 20-106 mu m) were conducted to suggest an appropriate number of frames N and to evaluate the image smoothness and resolution by analyzing the full width at half maximum (FWHM) of the parameter distribution and the widths of the image autocorrelation function (ACF), respectively. In vivo ultrasound measurements on rat livers without and with cirrhosis were performed to validate the practical performance of the WMC Nakagami image in tissue characterization. The simulation results showed that using a range of N from 7 to 10 as the number of frames for image compounding reduces the estimation error to less than 5%. Based on this criterion, the Nakagami parameter obtained from the WMC Nakagami image increased from 0.45 to 0.95 after increasing the number densities of scatterers from 2 to 16 scatterers/mm(2). The FWHM of the parameter distribution (bins = 40) was 13.5 +/- 1.4 for the Nakagami image and 9.1 +/- 1.43 for the WMC Nakagami image, respectively (p-value < .05). The widths of the ACF for the Nakagami and WMC Nakagami images were 454 +/- 5.36 and 458 +/- 4.33, respectively (p-value > .05). In the phantom experiments, we also found that the FWHM of the parameter distribution for the WMC Nakagami image was smaller than that of the conventional Nakagami image (p-value < .05), and there was no significant difference of the ACF width between the Nakagami and WMC Nakagami images (p-value > .05). In the animal experiments, the Nakagami parameters obtained from the WMC Nakagami image for normal and cirrhotic rat livers were 0.62 +/- 0.08 and 0.92 +/- 0.07, respectively (p-value < .05). The results demonstrated that the WMC technique significantly improved the image smoothness of Nakagami imaging without resolution degradation, giving Nakagami model-based imaging the ability to visualize scatterer properties with enhanced image quality. (C) 2014 Elsevier B.V. All rights reserved.

Keyword:

Compounding Nakagami imaging Backscattered statistics Nakagami imaging Nakagami distribution

Author Community:

  • [ 1 ] [Tsui, Po-Hsiang]Chang Gung Univ, Dept Med Imaging & Radiol Sci, Coll Med, Taoyuan, Taiwan
  • [ 2 ] [Ma, Hsiang-Yang]Chang Gung Univ, Dept Med Imaging & Radiol Sci, Coll Med, Taoyuan, Taiwan
  • [ 3 ] [Tsui, Po-Hsiang]Chang Gung Univ, Inst Radiol Res, Taoyuan, Taiwan
  • [ 4 ] [Tsui, Po-Hsiang]Chang Gung Mem Hosp, Taoyuan, Taiwan
  • [ 5 ] [Ma, Hsiang-Yang]Chang Gung Univ, Coll Med, Grad Inst Clin Med Sci, Taoyuan, Taiwan
  • [ 6 ] [Zhou, Zhuhuang]Beijing Univ Technol, Ctr Biomed Engn, Coll Life Sci & Bioengn, Beijing, Peoples R China
  • [ 7 ] [Ho, Ming-Chih]Natl Taiwan Univ Hosp, Dept Surg, Taipei 100, Taiwan
  • [ 8 ] [Lee, Yu-Hsin]Natl Taiwan Univ Hosp, Dept Surg, Taipei 100, Taiwan
  • [ 9 ] [Ho, Ming-Chih]Natl Taiwan Univ, Coll Med, Taipei 10764, Taiwan
  • [ 10 ] [Lee, Yu-Hsin]Natl Taiwan Univ, Coll Med, Taipei 10764, Taiwan

Reprint Author's Address:

  • [Tsui, Po-Hsiang]Chang Gung Univ, Dept Med Imaging & Radiol Sci, Coll Med, 259 Wen Hwa 1st Rd, Kwei Shan 333, Tao Yuan, Taiwan

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Source :

ULTRASONICS

ISSN: 0041-624X

Year: 2014

Issue: 6

Volume: 54

Page: 1448-1459

4 . 2 0 0

JCR@2022

ESI Discipline: CLINICAL MEDICINE;

ESI HC Threshold:222

JCR Journal Grade:1

CAS Journal Grade:2

Cited Count:

WoS CC Cited Count: 44

SCOPUS Cited Count: 46

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 2

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