Cargando…

Automated Volume Measurement of the Syndesmosis Using 3D Weightbearing CT

CATEGORY: Ankle; Trauma; Other INTRODUCTION/PURPOSE: Recent studies have shown that weight-bearing computed tomography (WBCT) that allows 3D volume measurement of the distal syndesmosis while under physiologic load brings about a higher accuracy in detection of syndesmotic instability, especially if...

Descripción completa

Detalles Bibliográficos
Autores principales: Guss, Daniel, Lucchese, Olivia, Ashkani-Esfahani, Soheil, Bhimani, Rohan, Waryasz, Gregory R., Kerkhoffs, Gino, Lubberts, Bart, DiGiovanni, Christopher W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8792601/
http://dx.doi.org/10.1177/2473011421S00031
_version_ 1784640407699718144
author Guss, Daniel
Lucchese, Olivia
Ashkani-Esfahani, Soheil
Bhimani, Rohan
Waryasz, Gregory R.
Kerkhoffs, Gino
Lubberts, Bart
DiGiovanni, Christopher W.
author_facet Guss, Daniel
Lucchese, Olivia
Ashkani-Esfahani, Soheil
Bhimani, Rohan
Waryasz, Gregory R.
Kerkhoffs, Gino
Lubberts, Bart
DiGiovanni, Christopher W.
author_sort Guss, Daniel
collection PubMed
description CATEGORY: Ankle; Trauma; Other INTRODUCTION/PURPOSE: Recent studies have shown that weight-bearing computed tomography (WBCT) that allows 3D volume measurement of the distal syndesmosis while under physiologic load brings about a higher accuracy in detection of syndesmotic instability, especially if subtle. Since the volume measurement method is complex, time-consuming, and has a noticeable interobserver bias, most clinicians might not still be interested in utilizing it in practice. Automatization of this measurement using computer-assisted methods will not only reduce the interobserver bias but also will be faster and more applicable in practice. This study aimed to develop an automated 3D syndesmosis volume measurement tool using image processing methods and compare the speed and the interobserver bias with human interpreters. METHODS: We included 30 patients with subtle syndesmotic instability who had undergone WBCT and were diagnosed intraoperatively. Thirty individuals with otherwise healthy ankles who had WBCT images were allocated to the control group. The volume measurement up to 5cm proximal to the tibial plafond was considered as the most sensitive and specific method to assess syndesmotic stability based on the literature. An algorithm was developed using MATLAB software that could recognize and calculate the syndesmotic volume using WBCT images. The volume measurement method was used by two orthopaedic surgeons for the same population. The time spent by each surgeon and the algorithm was measured. Finally, the values were compared using the t-test; the interobserver correlation coefficient (ICC) was also calculated. P<0.05 was considered statistically significant. RESULTS: The percentage of changes in 3D volume showed a significant difference at 5cm (25.4%; p<0.001), proximal to the tibial plafond. Based on our clinical study, the volume measurement up to 5cm showed a sensitivity of 95.8%, 95%CI:87.8-100, and specificity of 83.3%, 95% CI:68.4-98.2 for detection of syndesmotic instability. The ICC between the clinicians was 75% while using the automated measurement algorithm showed an ICC of 97%. The mean time spent by the clinicians was 268.4+-56.4 and by the algorithm was 2.9+-0.3 seconds (p<0.001, Figure 1). CONCLUSION: Given the fact that 3D volume measurement of the syndesmosis using WBCT is still a complex technique for most clinicians while it is one of the most accurate diagnostic methods based on recent literature, developing a faster and more accurate method for 3D volume measurement of the syndesmosis leads to a more reliable and easier to use the technique to be used in practice.
format Online
Article
Text
id pubmed-8792601
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher SAGE Publications
record_format MEDLINE/PubMed
spelling pubmed-87926012022-01-28 Automated Volume Measurement of the Syndesmosis Using 3D Weightbearing CT Guss, Daniel Lucchese, Olivia Ashkani-Esfahani, Soheil Bhimani, Rohan Waryasz, Gregory R. Kerkhoffs, Gino Lubberts, Bart DiGiovanni, Christopher W. Foot Ankle Orthop Article CATEGORY: Ankle; Trauma; Other INTRODUCTION/PURPOSE: Recent studies have shown that weight-bearing computed tomography (WBCT) that allows 3D volume measurement of the distal syndesmosis while under physiologic load brings about a higher accuracy in detection of syndesmotic instability, especially if subtle. Since the volume measurement method is complex, time-consuming, and has a noticeable interobserver bias, most clinicians might not still be interested in utilizing it in practice. Automatization of this measurement using computer-assisted methods will not only reduce the interobserver bias but also will be faster and more applicable in practice. This study aimed to develop an automated 3D syndesmosis volume measurement tool using image processing methods and compare the speed and the interobserver bias with human interpreters. METHODS: We included 30 patients with subtle syndesmotic instability who had undergone WBCT and were diagnosed intraoperatively. Thirty individuals with otherwise healthy ankles who had WBCT images were allocated to the control group. The volume measurement up to 5cm proximal to the tibial plafond was considered as the most sensitive and specific method to assess syndesmotic stability based on the literature. An algorithm was developed using MATLAB software that could recognize and calculate the syndesmotic volume using WBCT images. The volume measurement method was used by two orthopaedic surgeons for the same population. The time spent by each surgeon and the algorithm was measured. Finally, the values were compared using the t-test; the interobserver correlation coefficient (ICC) was also calculated. P<0.05 was considered statistically significant. RESULTS: The percentage of changes in 3D volume showed a significant difference at 5cm (25.4%; p<0.001), proximal to the tibial plafond. Based on our clinical study, the volume measurement up to 5cm showed a sensitivity of 95.8%, 95%CI:87.8-100, and specificity of 83.3%, 95% CI:68.4-98.2 for detection of syndesmotic instability. The ICC between the clinicians was 75% while using the automated measurement algorithm showed an ICC of 97%. The mean time spent by the clinicians was 268.4+-56.4 and by the algorithm was 2.9+-0.3 seconds (p<0.001, Figure 1). CONCLUSION: Given the fact that 3D volume measurement of the syndesmosis using WBCT is still a complex technique for most clinicians while it is one of the most accurate diagnostic methods based on recent literature, developing a faster and more accurate method for 3D volume measurement of the syndesmosis leads to a more reliable and easier to use the technique to be used in practice. SAGE Publications 2022-01-20 /pmc/articles/PMC8792601/ http://dx.doi.org/10.1177/2473011421S00031 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by-nc/4.0/This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle Article
Guss, Daniel
Lucchese, Olivia
Ashkani-Esfahani, Soheil
Bhimani, Rohan
Waryasz, Gregory R.
Kerkhoffs, Gino
Lubberts, Bart
DiGiovanni, Christopher W.
Automated Volume Measurement of the Syndesmosis Using 3D Weightbearing CT
title Automated Volume Measurement of the Syndesmosis Using 3D Weightbearing CT
title_full Automated Volume Measurement of the Syndesmosis Using 3D Weightbearing CT
title_fullStr Automated Volume Measurement of the Syndesmosis Using 3D Weightbearing CT
title_full_unstemmed Automated Volume Measurement of the Syndesmosis Using 3D Weightbearing CT
title_short Automated Volume Measurement of the Syndesmosis Using 3D Weightbearing CT
title_sort automated volume measurement of the syndesmosis using 3d weightbearing ct
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8792601/
http://dx.doi.org/10.1177/2473011421S00031
work_keys_str_mv AT gussdaniel automatedvolumemeasurementofthesyndesmosisusing3dweightbearingct
AT luccheseolivia automatedvolumemeasurementofthesyndesmosisusing3dweightbearingct
AT ashkaniesfahanisoheil automatedvolumemeasurementofthesyndesmosisusing3dweightbearingct
AT bhimanirohan automatedvolumemeasurementofthesyndesmosisusing3dweightbearingct
AT waryaszgregoryr automatedvolumemeasurementofthesyndesmosisusing3dweightbearingct
AT kerkhoffsgino automatedvolumemeasurementofthesyndesmosisusing3dweightbearingct
AT lubbertsbart automatedvolumemeasurementofthesyndesmosisusing3dweightbearingct
AT digiovannichristopherw automatedvolumemeasurementofthesyndesmosisusing3dweightbearingct