Literature DB >> 36226131

Improved quantitative contrast-enhanced ultrasound imaging of hepatocellular carcinoma response to transarterial chemoembolization.

Ipek Oezdemir1, Collette Shaw2, John R Eisenbrey2, Kenneth Hoyt1,3.   

Abstract

The purpose of this research project was to improve the quantification of microvascular networks depicted in contrast-enhanced ultrasound (CEUS) images of human hepatocellular carcinoma (HCC). Due to limited anatomical information in CEUS images, grayscale B-mode ultrasound (US) data is preferred when estimating tissue motion. Transformation functions derived from the B-mode data are one solution for registering a dynamic sequence of CEUS images. Microvessel density (MVD) can then be calculated from both the original and motion corrected CEUS images as the ratio of the number of contrast-enhanced image pixels with a value greater than zero to the number of pixels of the entire tumor space. Using US images of HCC before and after treatment with transarterial chemoembolization, results revealed that affine and non-rigid motion correction improves visualization and quantitative analysis of clinical data. Using the correlation coefficient (CC) between CEUS frames as metric of tissue motion, our motion correction strategy produced a 20% increase in the average CC from motion corrected frames compared to the data before correction (p < 0.001). Furthermore, enhanced visualization of microvascular networks in the treated liver tumor space may improve determination of treatment efficacy and need for any repeat procedures.

Entities:  

Keywords:  cancer; contrast-enhanced ultrasound; image registration; microbubble contrast agents; microvascular networks; motion correction

Year:  2019        PMID: 36226131      PMCID: PMC9552683          DOI: 10.1109/isbi.2019.8759238

Source DB:  PubMed          Journal:  Proc IEEE Int Symp Biomed Imaging        ISSN: 1945-7928


  10 in total

1.  Nonrigid registration using free-form deformations: application to breast MR images.

Authors:  D Rueckert; L I Sonoda; C Hayes; D L Hill; M O Leach; D J Hawkes
Journal:  IEEE Trans Med Imaging       Date:  1999-08       Impact factor: 10.048

2.  Two-Stage Motion Correction for Super-Resolution Ultrasound Imaging in Human Lower Limb.

Authors:  Sevan Harput; Kirsten Christensen-Jeffries; Jemma Brown; Yuanwei Li; Katherine J Williams; Alun H Davies; Robert J Eckersley; Christopher Dunsby; Meng-Xing Tang; Kirsten Christensen-Jeffries; Yuanwei Li; Katherine J Williams; Robert J Eckersley; Sevan Harput; Christopher Dunsby; Alun H Davies; Jemma Brown; Meng-Xing Tang
Journal:  IEEE Trans Ultrason Ferroelectr Freq Control       Date:  2018-05       Impact factor: 2.725

3.  Evaluation of Hepatocellular Carcinoma Transarterial Chemoembolization using Quantitative Analysis of 2D and 3D Real-time Contrast Enhanced Ultrasound.

Authors:  Kibo Nam; Maria Stanczak; Andrej Lyshchik; Priscilla Machado; Yuko Kono; Flemming Forsberg; Colette M Shaw; John R Eisenbrey
Journal:  Biomed Phys Eng Express       Date:  2018-04-18

4.  Quantitative mapping of tumor vascularity using volumetric contrast-enhanced ultrasound.

Authors:  Kenneth Hoyt; Anna Sorace; Reshu Saini
Journal:  Invest Radiol       Date:  2012-03       Impact factor: 6.016

5.  Determination of breast cancer response to bevacizumab therapy using contrast-enhanced ultrasound and artificial neural networks.

Authors:  Kenneth Hoyt; Jason M Warram; Heidi Umphrey; Lin Belt; Mark E Lockhart; Michelle L Robbin; Kurt R Zinn
Journal:  J Ultrasound Med       Date:  2010-04       Impact factor: 2.153

6.  Ultrasound imaging of breast tumor perfusion and neovascular morphology.

Authors:  Kenneth Hoyt; Heidi Umphrey; Mark Lockhart; Michelle Robbin; Andres Forero-Torres
Journal:  Ultrasound Med Biol       Date:  2015-06-24       Impact factor: 2.998

7.  The singular value filter: a general filter design strategy for PCA-based signal separation in medical ultrasound imaging.

Authors:  F William Mauldin; Dan Lin; John A Hossack
Journal:  IEEE Trans Med Imaging       Date:  2011-06-20       Impact factor: 10.048

8.  Volumetric contrast-enhanced ultrasound imaging to assess early response to apoptosis-inducing anti-death receptor 5 antibody therapy in a breast cancer animal model.

Authors:  Kenneth Hoyt; Anna Sorace; Reshu Saini
Journal:  J Ultrasound Med       Date:  2012-11       Impact factor: 2.153

9.  Recent developments in dynamic contrast-enhanced ultrasound imaging of tumor angiogenesis.

Authors:  Reshu Saini; Kenneth Hoyt
Journal:  Imaging Med       Date:  2014-02-01

10.  Ultrasound localization microscopy to image and assess microvasculature in a rat kidney.

Authors:  Josquin Foiret; Hua Zhang; Tali Ilovitsh; Lisa Mahakian; Sarah Tam; Katherine W Ferrara
Journal:  Sci Rep       Date:  2017-10-20       Impact factor: 4.379

  10 in total

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