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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...

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Autores principales: Schimunek, Lukas, Schöpp, Katharina, Wagner, Michael, Brucker, Sara Y., Andress, Jürgen, Weiss, Martin
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
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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.
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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
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