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Time-of-flight and noise-correlation-inspired algorithms for full-field shear-wave elastography using digital holography
Significance: Quantitative stiffness information can be a powerful aid for tumor or fibrosis diagnosis. Currently, very promising elastography approaches developed for non-contact biomedical imaging are based on transient shear-waves imaging. Transient elastography offers quantitative stiffness info...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Society of Photo-Optical Instrumentation Engineers
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8374320/ https://www.ncbi.nlm.nih.gov/pubmed/34414704 http://dx.doi.org/10.1117/1.JBO.26.8.086006 |
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author | Marmin, Agathe Laloy-Borgna, Gabrielle Facca, Sybille Gioux, Sylvain Catheline, Stefan Nahas, Amir |
author_facet | Marmin, Agathe Laloy-Borgna, Gabrielle Facca, Sybille Gioux, Sylvain Catheline, Stefan Nahas, Amir |
author_sort | Marmin, Agathe |
collection | PubMed |
description | Significance: Quantitative stiffness information can be a powerful aid for tumor or fibrosis diagnosis. Currently, very promising elastography approaches developed for non-contact biomedical imaging are based on transient shear-waves imaging. Transient elastography offers quantitative stiffness information by tracking the propagation of a wave front. The most common method used to compute stiffness from the acquired propagation movie is based on shear-wave time-of-flight calculations. Aim: We introduce an approach to transient shear-wave elastography with spatially coherent sources, able to yield full-field quantitative stiffness maps with reduced artifacts compared to typical artifacts observed in time-of-flight. Approach: A noise-correlation algorithm developed for passive elastography is adapted to spatially coherent narrow or any band sources. This noise-correlation-inspired (NCi) method is employed in parallel with a classic time-of-flight approach. Testing is done on simulation images, experimental validation is conducted with a digital holography setup on controlled homogeneous samples, and full-field quantitative stiffness maps are presented for heterogeneous samples and ex-vivo biological tissues. Results: The NCi approach is first validated on simulations images. Stiffness images processed by the NCi approach on simulated inclusions display significantly less artifacts than with a time-of-flight reconstruction. The adaptability of the NCi algorithm to narrow or any band shear-wave sources was tested successfully. Experimental testing on homogeneous samples demonstrates similar values for both the time-of-flight and the NCi approach. Soft inclusions in agarose sample could be resolved using the NCi method and feasibility on ex-vivo biological tissues is presented. Conclusions: The presented NCi approach was successful in computing quantitative full-field stiffness maps with narrow and broadband source signals on simulation and experimental images from a digital holography setup. Results in heterogeneous media show that the NCi approach could provide stiffness maps with less artifacts than with time-of-flight, demonstrating that a NCi algorithm is a promising approach for shear-wave transient elastography with spatially coherent sources. |
format | Online Article Text |
id | pubmed-8374320 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Society of Photo-Optical Instrumentation Engineers |
record_format | MEDLINE/PubMed |
spelling | pubmed-83743202021-08-20 Time-of-flight and noise-correlation-inspired algorithms for full-field shear-wave elastography using digital holography Marmin, Agathe Laloy-Borgna, Gabrielle Facca, Sybille Gioux, Sylvain Catheline, Stefan Nahas, Amir J Biomed Opt Imaging Significance: Quantitative stiffness information can be a powerful aid for tumor or fibrosis diagnosis. Currently, very promising elastography approaches developed for non-contact biomedical imaging are based on transient shear-waves imaging. Transient elastography offers quantitative stiffness information by tracking the propagation of a wave front. The most common method used to compute stiffness from the acquired propagation movie is based on shear-wave time-of-flight calculations. Aim: We introduce an approach to transient shear-wave elastography with spatially coherent sources, able to yield full-field quantitative stiffness maps with reduced artifacts compared to typical artifacts observed in time-of-flight. Approach: A noise-correlation algorithm developed for passive elastography is adapted to spatially coherent narrow or any band sources. This noise-correlation-inspired (NCi) method is employed in parallel with a classic time-of-flight approach. Testing is done on simulation images, experimental validation is conducted with a digital holography setup on controlled homogeneous samples, and full-field quantitative stiffness maps are presented for heterogeneous samples and ex-vivo biological tissues. Results: The NCi approach is first validated on simulations images. Stiffness images processed by the NCi approach on simulated inclusions display significantly less artifacts than with a time-of-flight reconstruction. The adaptability of the NCi algorithm to narrow or any band shear-wave sources was tested successfully. Experimental testing on homogeneous samples demonstrates similar values for both the time-of-flight and the NCi approach. Soft inclusions in agarose sample could be resolved using the NCi method and feasibility on ex-vivo biological tissues is presented. Conclusions: The presented NCi approach was successful in computing quantitative full-field stiffness maps with narrow and broadband source signals on simulation and experimental images from a digital holography setup. Results in heterogeneous media show that the NCi approach could provide stiffness maps with less artifacts than with time-of-flight, demonstrating that a NCi algorithm is a promising approach for shear-wave transient elastography with spatially coherent sources. Society of Photo-Optical Instrumentation Engineers 2021-08-19 2021-08 /pmc/articles/PMC8374320/ /pubmed/34414704 http://dx.doi.org/10.1117/1.JBO.26.8.086006 Text en © 2021 The Authors https://creativecommons.org/licenses/by/4.0/Published by SPIE under a Creative Commons Attribution 4.0 Unported License. Distribution or reproduction of this work in whole or in part requires full attribution of the original publication, including its DOI. |
spellingShingle | Imaging Marmin, Agathe Laloy-Borgna, Gabrielle Facca, Sybille Gioux, Sylvain Catheline, Stefan Nahas, Amir Time-of-flight and noise-correlation-inspired algorithms for full-field shear-wave elastography using digital holography |
title | Time-of-flight and noise-correlation-inspired algorithms for full-field shear-wave elastography using digital holography |
title_full | Time-of-flight and noise-correlation-inspired algorithms for full-field shear-wave elastography using digital holography |
title_fullStr | Time-of-flight and noise-correlation-inspired algorithms for full-field shear-wave elastography using digital holography |
title_full_unstemmed | Time-of-flight and noise-correlation-inspired algorithms for full-field shear-wave elastography using digital holography |
title_short | Time-of-flight and noise-correlation-inspired algorithms for full-field shear-wave elastography using digital holography |
title_sort | time-of-flight and noise-correlation-inspired algorithms for full-field shear-wave elastography using digital holography |
topic | Imaging |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8374320/ https://www.ncbi.nlm.nih.gov/pubmed/34414704 http://dx.doi.org/10.1117/1.JBO.26.8.086006 |
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