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3D-printed saw guides for lower arm osteotomy, a comparison between a synthetic CT and CT-based workflow

BACKGROUND: Three-dimensional (3D)-printed saw guides are frequently used to optimize osteotomy results and are usually designed based on computed tomography (CT), despite the radiation burden, as radiation-less alternatives like magnetic resonance imaging (MRI) have inferior bone visualization capa...

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Autores principales: Willemsen, Koen, Ketel, Mirte H. M., Zijlstra, Frank, Florkow, Mateusz C., Kuiper, Ruurd J. A., van der Wal, Bart C. H., Weinans, Harrie, Pouran, Behdad, Beekman, Freek J., Seevinck, Peter R., Sakkers, Ralph J. B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8082893/
https://www.ncbi.nlm.nih.gov/pubmed/33914209
http://dx.doi.org/10.1186/s41205-021-00103-x
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author Willemsen, Koen
Ketel, Mirte H. M.
Zijlstra, Frank
Florkow, Mateusz C.
Kuiper, Ruurd J. A.
van der Wal, Bart C. H.
Weinans, Harrie
Pouran, Behdad
Beekman, Freek J.
Seevinck, Peter R.
Sakkers, Ralph J. B.
author_facet Willemsen, Koen
Ketel, Mirte H. M.
Zijlstra, Frank
Florkow, Mateusz C.
Kuiper, Ruurd J. A.
van der Wal, Bart C. H.
Weinans, Harrie
Pouran, Behdad
Beekman, Freek J.
Seevinck, Peter R.
Sakkers, Ralph J. B.
author_sort Willemsen, Koen
collection PubMed
description BACKGROUND: Three-dimensional (3D)-printed saw guides are frequently used to optimize osteotomy results and are usually designed based on computed tomography (CT), despite the radiation burden, as radiation-less alternatives like magnetic resonance imaging (MRI) have inferior bone visualization capabilities. This study investigated the usability of MR-based synthetic-CT (sCT), a novel radiation-less bone visualization technique for 3D planning and design of patient-specific saw guides. METHODS: Eight human cadaveric lower arms (mean age: 78y) received MRI and CT scans as well as high-resolution micro-CT. From the MRI scans, sCT were generated using a conditional generative adversarial network. Digital 3D bone surface models based on the sCT and general CT were compared to the surface model from the micro-CT that was used as ground truth for image resolution. From both the sCT and CT digital bone models saw guides were designed and 3D-printed in nylon for one proximal and one distal bone position for each radius and ulna. Six blinded observers placed these saw guides as accurately as possible on dissected bones. The position of each guide was assessed by optical 3D-scanning of each bone with positioned saw guide and compared to the preplanning. Eight placement errors were evaluated: three translational errors (along each axis), three rotational errors (around each axis), a total translation (∆T) and a total rotation error (∆R). RESULTS: Surface models derived from micro-CT were on average smaller than sCT and CT-based models with average differences of 0.27 ± 0.30 mm for sCT and 0.24 ± 0.12 mm for CT. No statistically significant positioning differences on the bones were found between sCT- and CT-based saw guides for any axis specific translational or rotational errors nor between the ∆T (p = .284) and ∆R (p = .216). On Bland-Altman plots, the ∆T and ∆R limits of agreement (LoA) were within the inter-observer variability LoA. CONCLUSIONS: This research showed a similar error for sCT and CT digital surface models when comparing to ground truth micro-CT models. Additionally, the saw guide study showed equivalent CT- and sCT-based saw guide placement errors. Therefore, MRI-based synthetic CT is a promising radiation-less alternative to CT for the creation of patient-specific osteotomy surgical saw guides.
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spelling pubmed-80828932021-04-29 3D-printed saw guides for lower arm osteotomy, a comparison between a synthetic CT and CT-based workflow Willemsen, Koen Ketel, Mirte H. M. Zijlstra, Frank Florkow, Mateusz C. Kuiper, Ruurd J. A. van der Wal, Bart C. H. Weinans, Harrie Pouran, Behdad Beekman, Freek J. Seevinck, Peter R. Sakkers, Ralph J. B. 3D Print Med Research BACKGROUND: Three-dimensional (3D)-printed saw guides are frequently used to optimize osteotomy results and are usually designed based on computed tomography (CT), despite the radiation burden, as radiation-less alternatives like magnetic resonance imaging (MRI) have inferior bone visualization capabilities. This study investigated the usability of MR-based synthetic-CT (sCT), a novel radiation-less bone visualization technique for 3D planning and design of patient-specific saw guides. METHODS: Eight human cadaveric lower arms (mean age: 78y) received MRI and CT scans as well as high-resolution micro-CT. From the MRI scans, sCT were generated using a conditional generative adversarial network. Digital 3D bone surface models based on the sCT and general CT were compared to the surface model from the micro-CT that was used as ground truth for image resolution. From both the sCT and CT digital bone models saw guides were designed and 3D-printed in nylon for one proximal and one distal bone position for each radius and ulna. Six blinded observers placed these saw guides as accurately as possible on dissected bones. The position of each guide was assessed by optical 3D-scanning of each bone with positioned saw guide and compared to the preplanning. Eight placement errors were evaluated: three translational errors (along each axis), three rotational errors (around each axis), a total translation (∆T) and a total rotation error (∆R). RESULTS: Surface models derived from micro-CT were on average smaller than sCT and CT-based models with average differences of 0.27 ± 0.30 mm for sCT and 0.24 ± 0.12 mm for CT. No statistically significant positioning differences on the bones were found between sCT- and CT-based saw guides for any axis specific translational or rotational errors nor between the ∆T (p = .284) and ∆R (p = .216). On Bland-Altman plots, the ∆T and ∆R limits of agreement (LoA) were within the inter-observer variability LoA. CONCLUSIONS: This research showed a similar error for sCT and CT digital surface models when comparing to ground truth micro-CT models. Additionally, the saw guide study showed equivalent CT- and sCT-based saw guide placement errors. Therefore, MRI-based synthetic CT is a promising radiation-less alternative to CT for the creation of patient-specific osteotomy surgical saw guides. Springer International Publishing 2021-04-29 /pmc/articles/PMC8082893/ /pubmed/33914209 http://dx.doi.org/10.1186/s41205-021-00103-x Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Willemsen, Koen
Ketel, Mirte H. M.
Zijlstra, Frank
Florkow, Mateusz C.
Kuiper, Ruurd J. A.
van der Wal, Bart C. H.
Weinans, Harrie
Pouran, Behdad
Beekman, Freek J.
Seevinck, Peter R.
Sakkers, Ralph J. B.
3D-printed saw guides for lower arm osteotomy, a comparison between a synthetic CT and CT-based workflow
title 3D-printed saw guides for lower arm osteotomy, a comparison between a synthetic CT and CT-based workflow
title_full 3D-printed saw guides for lower arm osteotomy, a comparison between a synthetic CT and CT-based workflow
title_fullStr 3D-printed saw guides for lower arm osteotomy, a comparison between a synthetic CT and CT-based workflow
title_full_unstemmed 3D-printed saw guides for lower arm osteotomy, a comparison between a synthetic CT and CT-based workflow
title_short 3D-printed saw guides for lower arm osteotomy, a comparison between a synthetic CT and CT-based workflow
title_sort 3d-printed saw guides for lower arm osteotomy, a comparison between a synthetic ct and ct-based workflow
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8082893/
https://www.ncbi.nlm.nih.gov/pubmed/33914209
http://dx.doi.org/10.1186/s41205-021-00103-x
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