Cargando…
Hyperspectral imaging as a new diagnostic tool for cervical intraepithelial neoplasia
PURPOSE: Cervical cancer screening by visual inspection with acetic acid (VIA) during colposcopy can be challenging and is highly dependent on the clinical experience of the examiner. Health-care systems lack qualified physicians able to perform the examination in both industrialized and low- and mi...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10520109/ https://www.ncbi.nlm.nih.gov/pubmed/37574506 http://dx.doi.org/10.1007/s00404-023-07171-w |
_version_ | 1785109841927208960 |
---|---|
author | Schimunek, Lukas Schöpp, Katharina Wagner, Michael Brucker, Sara Y. Andress, Jürgen Weiss, Martin |
author_facet | Schimunek, Lukas Schöpp, Katharina Wagner, Michael Brucker, Sara Y. Andress, Jürgen Weiss, Martin |
author_sort | Schimunek, Lukas |
collection | PubMed |
description | PURPOSE: Cervical cancer screening by visual inspection with acetic acid (VIA) during colposcopy can be challenging and is highly dependent on the clinical experience of the examiner. Health-care systems lack qualified physicians able to perform the examination in both industrialized and low- and middle-income countries. Previous work has shown the general potential of hyperspectral imaging (HSI) to discriminate CIN from normal tissue, but clinical translation has been limited due to the lack of medically approved HSI systems. METHODS: In this study, we evaluate the feasibility of a commercially available HSI system for CIN detection in a prospective monocentric clinical trial. RESULTS: By obtaining spectral fingerprints of 41 patients with CIN 1–3 we show that HSI-based differentiation between CIN and normal tissue is possible with high statistical significance. Major spectral differences were seen in the 555–585 wavelength area. CONCLUSION: HSI advances tissue differentiation by associating each pixel with high-dimensional spectra and thereby obtains morphological and biochemical information of the observed tissue. Currently available and medically approved HSI systems may represent a contact- and marker-free examiner-independent method for the diagnosis of CIN. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00404-023-07171-w. |
format | Online Article Text |
id | pubmed-10520109 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-105201092023-09-27 Hyperspectral imaging as a new diagnostic tool for cervical intraepithelial neoplasia Schimunek, Lukas Schöpp, Katharina Wagner, Michael Brucker, Sara Y. Andress, Jürgen Weiss, Martin Arch Gynecol Obstet General Gynecology PURPOSE: Cervical cancer screening by visual inspection with acetic acid (VIA) during colposcopy can be challenging and is highly dependent on the clinical experience of the examiner. Health-care systems lack qualified physicians able to perform the examination in both industrialized and low- and middle-income countries. Previous work has shown the general potential of hyperspectral imaging (HSI) to discriminate CIN from normal tissue, but clinical translation has been limited due to the lack of medically approved HSI systems. METHODS: In this study, we evaluate the feasibility of a commercially available HSI system for CIN detection in a prospective monocentric clinical trial. RESULTS: By obtaining spectral fingerprints of 41 patients with CIN 1–3 we show that HSI-based differentiation between CIN and normal tissue is possible with high statistical significance. Major spectral differences were seen in the 555–585 wavelength area. CONCLUSION: HSI advances tissue differentiation by associating each pixel with high-dimensional spectra and thereby obtains morphological and biochemical information of the observed tissue. Currently available and medically approved HSI systems may represent a contact- and marker-free examiner-independent method for the diagnosis of CIN. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00404-023-07171-w. Springer Berlin Heidelberg 2023-08-14 2023 /pmc/articles/PMC10520109/ /pubmed/37574506 http://dx.doi.org/10.1007/s00404-023-07171-w Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | General Gynecology Schimunek, Lukas Schöpp, Katharina Wagner, Michael Brucker, Sara Y. Andress, Jürgen Weiss, Martin Hyperspectral imaging as a new diagnostic tool for cervical intraepithelial neoplasia |
title | Hyperspectral imaging as a new diagnostic tool for cervical intraepithelial neoplasia |
title_full | Hyperspectral imaging as a new diagnostic tool for cervical intraepithelial neoplasia |
title_fullStr | Hyperspectral imaging as a new diagnostic tool for cervical intraepithelial neoplasia |
title_full_unstemmed | Hyperspectral imaging as a new diagnostic tool for cervical intraepithelial neoplasia |
title_short | Hyperspectral imaging as a new diagnostic tool for cervical intraepithelial neoplasia |
title_sort | hyperspectral imaging as a new diagnostic tool for cervical intraepithelial neoplasia |
topic | General Gynecology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10520109/ https://www.ncbi.nlm.nih.gov/pubmed/37574506 http://dx.doi.org/10.1007/s00404-023-07171-w |
work_keys_str_mv | AT schimuneklukas hyperspectralimagingasanewdiagnostictoolforcervicalintraepithelialneoplasia AT schoppkatharina hyperspectralimagingasanewdiagnostictoolforcervicalintraepithelialneoplasia AT wagnermichael hyperspectralimagingasanewdiagnostictoolforcervicalintraepithelialneoplasia AT bruckersaray hyperspectralimagingasanewdiagnostictoolforcervicalintraepithelialneoplasia AT andressjurgen hyperspectralimagingasanewdiagnostictoolforcervicalintraepithelialneoplasia AT weissmartin hyperspectralimagingasanewdiagnostictoolforcervicalintraepithelialneoplasia |