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Deformable image registration and interobserver variation in contour propagation for radiation therapy planning

Deformable image registration (DIR) and interobserver variation inevitably introduce uncertainty into the treatment planning process. The purpose of the current work was to measure deformable image registration (DIR) errors and interobserver variability for regions of interest (ROIs) in the head and...

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Autores principales: Riegel, Adam C., Antone, Jeffrey G., Zhang, Honglai, Jain, Prachi, Raince, Jagdeep, Rea, Anthony, Bergamo, Angelo M., Kapur, Ajay, Potters, Louis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5690939/
https://www.ncbi.nlm.nih.gov/pubmed/27167289
http://dx.doi.org/10.1120/jacmp.v17i3.6110
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author Riegel, Adam C.
Antone, Jeffrey G.
Zhang, Honglai
Jain, Prachi
Raince, Jagdeep
Rea, Anthony
Bergamo, Angelo M.
Kapur, Ajay
Potters, Louis
author_facet Riegel, Adam C.
Antone, Jeffrey G.
Zhang, Honglai
Jain, Prachi
Raince, Jagdeep
Rea, Anthony
Bergamo, Angelo M.
Kapur, Ajay
Potters, Louis
author_sort Riegel, Adam C.
collection PubMed
description Deformable image registration (DIR) and interobserver variation inevitably introduce uncertainty into the treatment planning process. The purpose of the current work was to measure deformable image registration (DIR) errors and interobserver variability for regions of interest (ROIs) in the head and neck and pelvic regions. Measured uncertainties were combined to examine planning margin adequacy for contours propagated for adaptive therapy and to assess the trade‐off of DIR and interobserver uncertainty in atlas‐based automatic segmentation. Two experienced dosimetrists retrospectively contoured brainstem, spinal cord, anterior oral cavity, larynx, right and left parotids, optic nerves, and eyes on the planning CT ([Formula: see text]) and attenuation‐correction CT of diagnostic PET/CT ([Formula: see text]) for 30 patients who received radiation therapy for head and neck cancer. Two senior radiation oncology residents retrospectively contoured prostate, bladder, and rectum on the postseed‐implant CT ([Formula: see text]) and planning CT ([Formula: see text]) for 20 patients who received radiation therapy for prostate cancer. Interobserver variation was measured by calculating mean Hausdorff distances between the two observers' contours. [Formula: see text] was deformably registered to [Formula: see text] via commercially available multipass B‐spline DIR. [Formula: see text] contours were propagated and compared with [Formula: see text] contours via mean Hausdorff distances. These values were summed in quadrature with interobserver variation for margin analysis and compared with interobserver variation for statistical significance using two‐tailed t‐tests for independent samples ([Formula: see text]). Combined uncertainty ranged from 1.5‐5.8 mm for head and neck structures and 3.1‐3.7 mm for pelvic structures. Conventional 5 mm margins may not be adequate to cover this additional uncertainty. DIR uncertainty was significantly less than interobserver variation for four head and neck and one pelvic ROI. DIR uncertainty was not significantly different than interobserver variation for four head and neck and one pelvic ROI. DIR uncertainty was significantly greater than interobserver variation for two head and neck and one pelvic ROI. The introduction of DIR errors may offset any reduction in interobserver variation by using atlas‐based automatic segmentation. PACS number(s): 87.57.nj, 87.55.D‐
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spelling pubmed-56909392018-04-02 Deformable image registration and interobserver variation in contour propagation for radiation therapy planning Riegel, Adam C. Antone, Jeffrey G. Zhang, Honglai Jain, Prachi Raince, Jagdeep Rea, Anthony Bergamo, Angelo M. Kapur, Ajay Potters, Louis J Appl Clin Med Phys Radiation Oncology Physics Deformable image registration (DIR) and interobserver variation inevitably introduce uncertainty into the treatment planning process. The purpose of the current work was to measure deformable image registration (DIR) errors and interobserver variability for regions of interest (ROIs) in the head and neck and pelvic regions. Measured uncertainties were combined to examine planning margin adequacy for contours propagated for adaptive therapy and to assess the trade‐off of DIR and interobserver uncertainty in atlas‐based automatic segmentation. Two experienced dosimetrists retrospectively contoured brainstem, spinal cord, anterior oral cavity, larynx, right and left parotids, optic nerves, and eyes on the planning CT ([Formula: see text]) and attenuation‐correction CT of diagnostic PET/CT ([Formula: see text]) for 30 patients who received radiation therapy for head and neck cancer. Two senior radiation oncology residents retrospectively contoured prostate, bladder, and rectum on the postseed‐implant CT ([Formula: see text]) and planning CT ([Formula: see text]) for 20 patients who received radiation therapy for prostate cancer. Interobserver variation was measured by calculating mean Hausdorff distances between the two observers' contours. [Formula: see text] was deformably registered to [Formula: see text] via commercially available multipass B‐spline DIR. [Formula: see text] contours were propagated and compared with [Formula: see text] contours via mean Hausdorff distances. These values were summed in quadrature with interobserver variation for margin analysis and compared with interobserver variation for statistical significance using two‐tailed t‐tests for independent samples ([Formula: see text]). Combined uncertainty ranged from 1.5‐5.8 mm for head and neck structures and 3.1‐3.7 mm for pelvic structures. Conventional 5 mm margins may not be adequate to cover this additional uncertainty. DIR uncertainty was significantly less than interobserver variation for four head and neck and one pelvic ROI. DIR uncertainty was not significantly different than interobserver variation for four head and neck and one pelvic ROI. DIR uncertainty was significantly greater than interobserver variation for two head and neck and one pelvic ROI. The introduction of DIR errors may offset any reduction in interobserver variation by using atlas‐based automatic segmentation. PACS number(s): 87.57.nj, 87.55.D‐ John Wiley and Sons Inc. 2016-05-08 /pmc/articles/PMC5690939/ /pubmed/27167289 http://dx.doi.org/10.1120/jacmp.v17i3.6110 Text en © 2016 The Authors. This is an open access article under the terms of the Creative Commons Attribution (http://creativecommons.org/licenses/by/3.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Radiation Oncology Physics
Riegel, Adam C.
Antone, Jeffrey G.
Zhang, Honglai
Jain, Prachi
Raince, Jagdeep
Rea, Anthony
Bergamo, Angelo M.
Kapur, Ajay
Potters, Louis
Deformable image registration and interobserver variation in contour propagation for radiation therapy planning
title Deformable image registration and interobserver variation in contour propagation for radiation therapy planning
title_full Deformable image registration and interobserver variation in contour propagation for radiation therapy planning
title_fullStr Deformable image registration and interobserver variation in contour propagation for radiation therapy planning
title_full_unstemmed Deformable image registration and interobserver variation in contour propagation for radiation therapy planning
title_short Deformable image registration and interobserver variation in contour propagation for radiation therapy planning
title_sort deformable image registration and interobserver variation in contour propagation for radiation therapy planning
topic Radiation Oncology Physics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5690939/
https://www.ncbi.nlm.nih.gov/pubmed/27167289
http://dx.doi.org/10.1120/jacmp.v17i3.6110
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