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Photoacoustic tomography of intact human prostates and vascular texture analysis identify prostate cancer biopsy targets
Prostate cancer is poorly visualized on ultrasonography (US) so that current biopsy requires either a templated technique or guidance after fusion of US with magnetic resonance imaging. Here we determined the ability for photoacoustic tomography (PAT) and US followed by texture-based image processin...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6088561/ https://www.ncbi.nlm.nih.gov/pubmed/30109195 http://dx.doi.org/10.1016/j.pacs.2018.07.006 |
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author | Bungart, Brittani L. Lan, Lu Wang, Pu Li, Rui Koch, Michael O. Cheng, Liang Masterson, Timothy A. Dundar, Murat Cheng, Ji-Xin |
author_facet | Bungart, Brittani L. Lan, Lu Wang, Pu Li, Rui Koch, Michael O. Cheng, Liang Masterson, Timothy A. Dundar, Murat Cheng, Ji-Xin |
author_sort | Bungart, Brittani L. |
collection | PubMed |
description | Prostate cancer is poorly visualized on ultrasonography (US) so that current biopsy requires either a templated technique or guidance after fusion of US with magnetic resonance imaging. Here we determined the ability for photoacoustic tomography (PAT) and US followed by texture-based image processing to identify prostate biopsy targets. K-means clustering feature learning and testing was performed on separate datasets comprised of 1064 and 1197 nm PAT and US images of intact, ex vivo human prostates. 1197 nm PAT was found to not contribute to the feature learning, and thus, only 1064 nm PAT and US images were used for final feature testing. Biopsy targets, determined by the tumor-assigned pixels’ center of mass, located 100% of the primary lesions and 67% of the secondary lesions. In conclusion, 1064 nm PAT and US texture-based feature analysis provided successful prostate biopsy targets. |
format | Online Article Text |
id | pubmed-6088561 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-60885612018-08-14 Photoacoustic tomography of intact human prostates and vascular texture analysis identify prostate cancer biopsy targets Bungart, Brittani L. Lan, Lu Wang, Pu Li, Rui Koch, Michael O. Cheng, Liang Masterson, Timothy A. Dundar, Murat Cheng, Ji-Xin Photoacoustics Research Article Prostate cancer is poorly visualized on ultrasonography (US) so that current biopsy requires either a templated technique or guidance after fusion of US with magnetic resonance imaging. Here we determined the ability for photoacoustic tomography (PAT) and US followed by texture-based image processing to identify prostate biopsy targets. K-means clustering feature learning and testing was performed on separate datasets comprised of 1064 and 1197 nm PAT and US images of intact, ex vivo human prostates. 1197 nm PAT was found to not contribute to the feature learning, and thus, only 1064 nm PAT and US images were used for final feature testing. Biopsy targets, determined by the tumor-assigned pixels’ center of mass, located 100% of the primary lesions and 67% of the secondary lesions. In conclusion, 1064 nm PAT and US texture-based feature analysis provided successful prostate biopsy targets. Elsevier 2018-08-03 /pmc/articles/PMC6088561/ /pubmed/30109195 http://dx.doi.org/10.1016/j.pacs.2018.07.006 Text en © 2018 The Authors 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 Bungart, Brittani L. Lan, Lu Wang, Pu Li, Rui Koch, Michael O. Cheng, Liang Masterson, Timothy A. Dundar, Murat Cheng, Ji-Xin Photoacoustic tomography of intact human prostates and vascular texture analysis identify prostate cancer biopsy targets |
title | Photoacoustic tomography of intact human prostates and vascular texture analysis identify prostate cancer biopsy targets |
title_full | Photoacoustic tomography of intact human prostates and vascular texture analysis identify prostate cancer biopsy targets |
title_fullStr | Photoacoustic tomography of intact human prostates and vascular texture analysis identify prostate cancer biopsy targets |
title_full_unstemmed | Photoacoustic tomography of intact human prostates and vascular texture analysis identify prostate cancer biopsy targets |
title_short | Photoacoustic tomography of intact human prostates and vascular texture analysis identify prostate cancer biopsy targets |
title_sort | photoacoustic tomography of intact human prostates and vascular texture analysis identify prostate cancer biopsy targets |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6088561/ https://www.ncbi.nlm.nih.gov/pubmed/30109195 http://dx.doi.org/10.1016/j.pacs.2018.07.006 |
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