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Three-dimensional preoperative planning in the weight-bearing state: validation and clinical evaluation
OBJECTIVES: 3D preoperative planning of lower limb osteotomies has become increasingly important in light of modern surgical technologies. However, 3D models are usually reconstructed from Computed Tomography data acquired in a non-weight-bearing posture and thus neglecting the positional variations...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8026795/ https://www.ncbi.nlm.nih.gov/pubmed/33825985 http://dx.doi.org/10.1186/s13244-021-00994-8 |
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author | Roth, Tabitha Carrillo, Fabio Wieczorek, Matthias Ceschi, Giulia Esfandiari, Hooman Sutter, Reto Vlachopoulos, Lazaros Wein, Wolfgang Fucentese, Sandro F. Fürnstahl, Philipp |
author_facet | Roth, Tabitha Carrillo, Fabio Wieczorek, Matthias Ceschi, Giulia Esfandiari, Hooman Sutter, Reto Vlachopoulos, Lazaros Wein, Wolfgang Fucentese, Sandro F. Fürnstahl, Philipp |
author_sort | Roth, Tabitha |
collection | PubMed |
description | OBJECTIVES: 3D preoperative planning of lower limb osteotomies has become increasingly important in light of modern surgical technologies. However, 3D models are usually reconstructed from Computed Tomography data acquired in a non-weight-bearing posture and thus neglecting the positional variations introduced by weight-bearing. We developed a registration and planning pipeline that allows for 3D preoperative planning and subsequent 3D assessment of anatomical deformities in weight-bearing conditions. METHODS: An intensity-based algorithm was used to register CT scans with long-leg standing radiographs and subsequently transform patient-specific 3D models into a weight-bearing state. 3D measurement methods for the mechanical axis as well as the joint line convergence angle were developed. The pipeline was validated using a leg phantom. Furthermore, we evaluated our methods clinically by applying it to the radiological data from 59 patients. RESULTS: The registration accuracy was evaluated in 3D and showed a maximum translational and rotational error of 1.1 mm (mediolateral direction) and 1.2° (superior-inferior axis). Clinical evaluation proved feasibility on real patient data and resulted in significant differences for 3D measurements when the effects of weight-bearing were considered. Mean differences were 2.1 ± 1.7° and 2.0 ± 1.6° for the mechanical axis and the joint line convergence angle, respectively. 37.3 and 40.7% of the patients had differences of 2° or more in the mechanical axis or joint line convergence angle between weight-bearing and non-weight-bearing states. CONCLUSIONS: Our presented approach provides a clinically feasible approach to preoperatively fuse 2D weight-bearing and 3D non-weight-bearing data in order to optimize the surgical correction. |
format | Online Article Text |
id | pubmed-8026795 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-80267952021-04-27 Three-dimensional preoperative planning in the weight-bearing state: validation and clinical evaluation Roth, Tabitha Carrillo, Fabio Wieczorek, Matthias Ceschi, Giulia Esfandiari, Hooman Sutter, Reto Vlachopoulos, Lazaros Wein, Wolfgang Fucentese, Sandro F. Fürnstahl, Philipp Insights Imaging Original Article OBJECTIVES: 3D preoperative planning of lower limb osteotomies has become increasingly important in light of modern surgical technologies. However, 3D models are usually reconstructed from Computed Tomography data acquired in a non-weight-bearing posture and thus neglecting the positional variations introduced by weight-bearing. We developed a registration and planning pipeline that allows for 3D preoperative planning and subsequent 3D assessment of anatomical deformities in weight-bearing conditions. METHODS: An intensity-based algorithm was used to register CT scans with long-leg standing radiographs and subsequently transform patient-specific 3D models into a weight-bearing state. 3D measurement methods for the mechanical axis as well as the joint line convergence angle were developed. The pipeline was validated using a leg phantom. Furthermore, we evaluated our methods clinically by applying it to the radiological data from 59 patients. RESULTS: The registration accuracy was evaluated in 3D and showed a maximum translational and rotational error of 1.1 mm (mediolateral direction) and 1.2° (superior-inferior axis). Clinical evaluation proved feasibility on real patient data and resulted in significant differences for 3D measurements when the effects of weight-bearing were considered. Mean differences were 2.1 ± 1.7° and 2.0 ± 1.6° for the mechanical axis and the joint line convergence angle, respectively. 37.3 and 40.7% of the patients had differences of 2° or more in the mechanical axis or joint line convergence angle between weight-bearing and non-weight-bearing states. CONCLUSIONS: Our presented approach provides a clinically feasible approach to preoperatively fuse 2D weight-bearing and 3D non-weight-bearing data in order to optimize the surgical correction. Springer International Publishing 2021-04-07 /pmc/articles/PMC8026795/ /pubmed/33825985 http://dx.doi.org/10.1186/s13244-021-00994-8 Text en © The Author(s) 2021 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/. |
spellingShingle | Original Article Roth, Tabitha Carrillo, Fabio Wieczorek, Matthias Ceschi, Giulia Esfandiari, Hooman Sutter, Reto Vlachopoulos, Lazaros Wein, Wolfgang Fucentese, Sandro F. Fürnstahl, Philipp Three-dimensional preoperative planning in the weight-bearing state: validation and clinical evaluation |
title | Three-dimensional preoperative planning in the weight-bearing state: validation and clinical evaluation |
title_full | Three-dimensional preoperative planning in the weight-bearing state: validation and clinical evaluation |
title_fullStr | Three-dimensional preoperative planning in the weight-bearing state: validation and clinical evaluation |
title_full_unstemmed | Three-dimensional preoperative planning in the weight-bearing state: validation and clinical evaluation |
title_short | Three-dimensional preoperative planning in the weight-bearing state: validation and clinical evaluation |
title_sort | three-dimensional preoperative planning in the weight-bearing state: validation and clinical evaluation |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8026795/ https://www.ncbi.nlm.nih.gov/pubmed/33825985 http://dx.doi.org/10.1186/s13244-021-00994-8 |
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