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Wavelet transform-based photoacoustic time-frequency spectral analysis for bone assessment

In this study, we investigated the feasibility of using photoacoustic time-frequency spectral analysis (PA-TFSA) for evaluating the bone mineral density (BMD) and bone structure. Simulations and ex vivo experiments on bone samples with different BMDs and mean trabecular thickness (MTT) were conducte...

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Autores principales: Xie, Weiya, Feng, Ting, Zhang, Mengjiao, Li, Jiayan, Ta, Dean, Cheng, Liming, Cheng, Qian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7985564/
https://www.ncbi.nlm.nih.gov/pubmed/33777692
http://dx.doi.org/10.1016/j.pacs.2021.100259
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author Xie, Weiya
Feng, Ting
Zhang, Mengjiao
Li, Jiayan
Ta, Dean
Cheng, Liming
Cheng, Qian
author_facet Xie, Weiya
Feng, Ting
Zhang, Mengjiao
Li, Jiayan
Ta, Dean
Cheng, Liming
Cheng, Qian
author_sort Xie, Weiya
collection PubMed
description In this study, we investigated the feasibility of using photoacoustic time-frequency spectral analysis (PA-TFSA) for evaluating the bone mineral density (BMD) and bone structure. Simulations and ex vivo experiments on bone samples with different BMDs and mean trabecular thickness (MTT) were conducted. All photoacoustic signals were processed using the wavelet transform-based PA-TFSA. The power-weighted mean frequency (PWMF) was evaluated to obtain the main frequency component at different times. The y-intercept, midband-fit, and slope of the linearly fitted curve of the PWMF over time were also quantified. The results show that the osteoporotic bone samples with lower BMD and thinner MTT have higher frequency components and lower acoustic frequency attenuation over time, thus higher y-intercept, midband-fit, and slope. The midband-fit and slope were found to be sensitive to the BMD; therefore, both parameters could be used to distinguish between osteoporotic and normal bones (p < 0.05).
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spelling pubmed-79855642021-03-25 Wavelet transform-based photoacoustic time-frequency spectral analysis for bone assessment Xie, Weiya Feng, Ting Zhang, Mengjiao Li, Jiayan Ta, Dean Cheng, Liming Cheng, Qian Photoacoustics Research Article In this study, we investigated the feasibility of using photoacoustic time-frequency spectral analysis (PA-TFSA) for evaluating the bone mineral density (BMD) and bone structure. Simulations and ex vivo experiments on bone samples with different BMDs and mean trabecular thickness (MTT) were conducted. All photoacoustic signals were processed using the wavelet transform-based PA-TFSA. The power-weighted mean frequency (PWMF) was evaluated to obtain the main frequency component at different times. The y-intercept, midband-fit, and slope of the linearly fitted curve of the PWMF over time were also quantified. The results show that the osteoporotic bone samples with lower BMD and thinner MTT have higher frequency components and lower acoustic frequency attenuation over time, thus higher y-intercept, midband-fit, and slope. The midband-fit and slope were found to be sensitive to the BMD; therefore, both parameters could be used to distinguish between osteoporotic and normal bones (p < 0.05). Elsevier 2021-03-10 /pmc/articles/PMC7985564/ /pubmed/33777692 http://dx.doi.org/10.1016/j.pacs.2021.100259 Text en © 2021 The Author(s) http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Research Article
Xie, Weiya
Feng, Ting
Zhang, Mengjiao
Li, Jiayan
Ta, Dean
Cheng, Liming
Cheng, Qian
Wavelet transform-based photoacoustic time-frequency spectral analysis for bone assessment
title Wavelet transform-based photoacoustic time-frequency spectral analysis for bone assessment
title_full Wavelet transform-based photoacoustic time-frequency spectral analysis for bone assessment
title_fullStr Wavelet transform-based photoacoustic time-frequency spectral analysis for bone assessment
title_full_unstemmed Wavelet transform-based photoacoustic time-frequency spectral analysis for bone assessment
title_short Wavelet transform-based photoacoustic time-frequency spectral analysis for bone assessment
title_sort wavelet transform-based photoacoustic time-frequency spectral analysis for bone assessment
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7985564/
https://www.ncbi.nlm.nih.gov/pubmed/33777692
http://dx.doi.org/10.1016/j.pacs.2021.100259
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