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Mitigating skin tone bias in linear array in vivo photoacoustic imaging with short-lag spatial coherence beamforming
Photoacoustic (PA) imaging has the potential to deliver non-invasive diagnostic information. However, skin tone differences bias PA target visualization, as the elevated optical absorption of melanated skin decreases optical fluence within the imaging plane and increases the presence of acoustic clu...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10658615/ https://www.ncbi.nlm.nih.gov/pubmed/38021286 http://dx.doi.org/10.1016/j.pacs.2023.100555 |
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author | Fernandes, Guilherme S.P. Uliana, João H. Bachmann, Luciano Carneiro, Antonio A.O. Lediju Bell, Muyinatu A. Pavan, Theo Z. |
author_facet | Fernandes, Guilherme S.P. Uliana, João H. Bachmann, Luciano Carneiro, Antonio A.O. Lediju Bell, Muyinatu A. Pavan, Theo Z. |
author_sort | Fernandes, Guilherme S.P. |
collection | PubMed |
description | Photoacoustic (PA) imaging has the potential to deliver non-invasive diagnostic information. However, skin tone differences bias PA target visualization, as the elevated optical absorption of melanated skin decreases optical fluence within the imaging plane and increases the presence of acoustic clutter. This paper demonstrates that short-lag spatial coherence (SLSC) beamforming mitigates this bias. PA data from the forearm of 18 volunteers were acquired with 750-, 810-, and 870-nm wavelengths. Skin tones ranging from light to dark were objectively quantified using the individual typology angle (ITA [Formula: see text]). The signal-to-noise ratio (SNR) of the radial artery (RA) and surrounding clutter were measured. Clutter was minimal (e.g., −16 dB relative to the RA) with lighter skin tones and increased to −8 dB with darker tones, which compromised RA visualization in conventional PA images. SLSC beamforming achieved a median SNR improvement of 3.8 dB, resulting in better RA visualization for all skin tones. |
format | Online Article Text |
id | pubmed-10658615 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-106586152023-09-11 Mitigating skin tone bias in linear array in vivo photoacoustic imaging with short-lag spatial coherence beamforming Fernandes, Guilherme S.P. Uliana, João H. Bachmann, Luciano Carneiro, Antonio A.O. Lediju Bell, Muyinatu A. Pavan, Theo Z. Photoacoustics VSI:Clinical Optoacoustics coregistered with Ultrasound Photoacoustic (PA) imaging has the potential to deliver non-invasive diagnostic information. However, skin tone differences bias PA target visualization, as the elevated optical absorption of melanated skin decreases optical fluence within the imaging plane and increases the presence of acoustic clutter. This paper demonstrates that short-lag spatial coherence (SLSC) beamforming mitigates this bias. PA data from the forearm of 18 volunteers were acquired with 750-, 810-, and 870-nm wavelengths. Skin tones ranging from light to dark were objectively quantified using the individual typology angle (ITA [Formula: see text]). The signal-to-noise ratio (SNR) of the radial artery (RA) and surrounding clutter were measured. Clutter was minimal (e.g., −16 dB relative to the RA) with lighter skin tones and increased to −8 dB with darker tones, which compromised RA visualization in conventional PA images. SLSC beamforming achieved a median SNR improvement of 3.8 dB, resulting in better RA visualization for all skin tones. Elsevier 2023-09-11 /pmc/articles/PMC10658615/ /pubmed/38021286 http://dx.doi.org/10.1016/j.pacs.2023.100555 Text en © 2023 The Authors https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | VSI:Clinical Optoacoustics coregistered with Ultrasound Fernandes, Guilherme S.P. Uliana, João H. Bachmann, Luciano Carneiro, Antonio A.O. Lediju Bell, Muyinatu A. Pavan, Theo Z. Mitigating skin tone bias in linear array in vivo photoacoustic imaging with short-lag spatial coherence beamforming |
title | Mitigating skin tone bias in linear array in vivo photoacoustic imaging with short-lag spatial coherence beamforming |
title_full | Mitigating skin tone bias in linear array in vivo photoacoustic imaging with short-lag spatial coherence beamforming |
title_fullStr | Mitigating skin tone bias in linear array in vivo photoacoustic imaging with short-lag spatial coherence beamforming |
title_full_unstemmed | Mitigating skin tone bias in linear array in vivo photoacoustic imaging with short-lag spatial coherence beamforming |
title_short | Mitigating skin tone bias in linear array in vivo photoacoustic imaging with short-lag spatial coherence beamforming |
title_sort | mitigating skin tone bias in linear array in vivo photoacoustic imaging with short-lag spatial coherence beamforming |
topic | VSI:Clinical Optoacoustics coregistered with Ultrasound |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10658615/ https://www.ncbi.nlm.nih.gov/pubmed/38021286 http://dx.doi.org/10.1016/j.pacs.2023.100555 |
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