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Method for Horizontal Calibration of Laser-Projection Transnasal Fiberoptic High-Speed Videoendoscopy

OBJECTIVE: Calibrated horizontal measurements (e.g., mm) from endoscopic procedures could be utilized for advancement of evidence-based practice and personalized medicine. However, the size of an object in endoscopic images is not readily calibrated and depends on multiple factors, including the dis...

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Autores principales: Ghasemzadeh, Hamzeh, Deliyski, Dimitar D., Hillman, Robert E., Mehta, Daryush D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7899170/
https://www.ncbi.nlm.nih.gov/pubmed/33628469
http://dx.doi.org/10.3390/app11020822
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author Ghasemzadeh, Hamzeh
Deliyski, Dimitar D.
Hillman, Robert E.
Mehta, Daryush D.
author_facet Ghasemzadeh, Hamzeh
Deliyski, Dimitar D.
Hillman, Robert E.
Mehta, Daryush D.
author_sort Ghasemzadeh, Hamzeh
collection PubMed
description OBJECTIVE: Calibrated horizontal measurements (e.g., mm) from endoscopic procedures could be utilized for advancement of evidence-based practice and personalized medicine. However, the size of an object in endoscopic images is not readily calibrated and depends on multiple factors, including the distance between the endoscope and the target surface. Additionally, acquired images may have significant non-linear distortion that would further complicate calibrated measurements. This study used a recently developed in-vivo laser-projection fiberoptic laryngoscope and proposes a method for calibrated spatial measurements. METHOD: A set of circular grids were recorded at multiple working distances. A statistical model was trained that would map from pixel length of the object, the working distance, and the spatial location of the target object into its mm length. RESULT: A detailed analysis of the performance of the proposed method is presented. The analyses have shown that the accuracy of the proposed method does not depend on the working distance and length of the target object. The estimated average magnitude of error was 0.27 mm, which is three times lower than the existing alternative. CONCLUSION: The presented method can achieve sub-millimeter accuracy in horizontal measurement. SIGNIFICANCE: Evidence-based practice and personalized medicine could significantly benefit from the proposed method. Implications of the findings for other endoscopic procedures are also discussed.
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spelling pubmed-78991702022-01-02 Method for Horizontal Calibration of Laser-Projection Transnasal Fiberoptic High-Speed Videoendoscopy Ghasemzadeh, Hamzeh Deliyski, Dimitar D. Hillman, Robert E. Mehta, Daryush D. Appl Sci (Basel) Article OBJECTIVE: Calibrated horizontal measurements (e.g., mm) from endoscopic procedures could be utilized for advancement of evidence-based practice and personalized medicine. However, the size of an object in endoscopic images is not readily calibrated and depends on multiple factors, including the distance between the endoscope and the target surface. Additionally, acquired images may have significant non-linear distortion that would further complicate calibrated measurements. This study used a recently developed in-vivo laser-projection fiberoptic laryngoscope and proposes a method for calibrated spatial measurements. METHOD: A set of circular grids were recorded at multiple working distances. A statistical model was trained that would map from pixel length of the object, the working distance, and the spatial location of the target object into its mm length. RESULT: A detailed analysis of the performance of the proposed method is presented. The analyses have shown that the accuracy of the proposed method does not depend on the working distance and length of the target object. The estimated average magnitude of error was 0.27 mm, which is three times lower than the existing alternative. CONCLUSION: The presented method can achieve sub-millimeter accuracy in horizontal measurement. SIGNIFICANCE: Evidence-based practice and personalized medicine could significantly benefit from the proposed method. Implications of the findings for other endoscopic procedures are also discussed. 2021-01-17 2021-01-02 /pmc/articles/PMC7899170/ /pubmed/33628469 http://dx.doi.org/10.3390/app11020822 Text en Submitted for possible open access publication under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Ghasemzadeh, Hamzeh
Deliyski, Dimitar D.
Hillman, Robert E.
Mehta, Daryush D.
Method for Horizontal Calibration of Laser-Projection Transnasal Fiberoptic High-Speed Videoendoscopy
title Method for Horizontal Calibration of Laser-Projection Transnasal Fiberoptic High-Speed Videoendoscopy
title_full Method for Horizontal Calibration of Laser-Projection Transnasal Fiberoptic High-Speed Videoendoscopy
title_fullStr Method for Horizontal Calibration of Laser-Projection Transnasal Fiberoptic High-Speed Videoendoscopy
title_full_unstemmed Method for Horizontal Calibration of Laser-Projection Transnasal Fiberoptic High-Speed Videoendoscopy
title_short Method for Horizontal Calibration of Laser-Projection Transnasal Fiberoptic High-Speed Videoendoscopy
title_sort method for horizontal calibration of laser-projection transnasal fiberoptic high-speed videoendoscopy
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7899170/
https://www.ncbi.nlm.nih.gov/pubmed/33628469
http://dx.doi.org/10.3390/app11020822
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