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The outcome of an automated assessment of trabecular pattern in intraoral radiographs as a fracture risk predictor
OBJECTIVES: This study aims to investigate if automated analyses of the trabecular pattern in intraoral radiographs independently contribute to fracture risk assessment when other risk factors incorporated in the Fracture Risk Assessment Tool (FRAX) are taken into account. A secondary aim is to expl...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The British Institute of Radiology.
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10043615/ https://www.ncbi.nlm.nih.gov/pubmed/35348365 http://dx.doi.org/10.1259/dmfr.20210483 |
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author | Gullberg, Joanna Sundh, Daniel Johansson, Lisa Isberg, Per-Erik Lorentzon, Mattias Lindh, Christina |
author_facet | Gullberg, Joanna Sundh, Daniel Johansson, Lisa Isberg, Per-Erik Lorentzon, Mattias Lindh, Christina |
author_sort | Gullberg, Joanna |
collection | PubMed |
description | OBJECTIVES: This study aims to investigate if automated analyses of the trabecular pattern in intraoral radiographs independently contribute to fracture risk assessment when other risk factors incorporated in the Fracture Risk Assessment Tool (FRAX) are taken into account. A secondary aim is to explore the correlation between the automated trabecular pattern assessment in intraoral radiographs and Trabecular Bone Score (TBS). METHODS: A total of 567 intraoral radiographs from older females participating in a large population-based study (SUPERB) based in Gothenburg, Sweden, were selected to analyse trabecular pattern using semi-automated and fully automated software. Associations between trabecular pattern analysis and incident fractures were studied using Cox proportional hazard model, unadjusted and adjusted for FRAX risk factors (previous fracture, family history of hip fracture, smoking, corticosteroids, rheumatoid arthritis, without and with bone mineral density (BMD) of the femoral neck). In addition, the correlation between trabecular pattern analysis and TBS of the lumbar spine was investigated using Pearson correlation analysis. RESULTS: Neither the unadjusted nor the adjusted trabecular pattern analysis in intraoral radiographs was significantly associated with any fracture or major osteoporotic fracture (MOF). A weak correlation was found between semi-automated trabecular pattern analysis and TBS. No correlation was found between the fully automated trabecular pattern analysis and TBS. CONCLUSIONS: The present study shows that semi-automated and fully automated digital analyses of the trabecular pattern in intraoral radiographs do not contribute to fracture risk prediction. Furthermore, the study shows a weak correlation between semi-automated trabecular pattern analysis and TBS. |
format | Online Article Text |
id | pubmed-10043615 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | The British Institute of Radiology. |
record_format | MEDLINE/PubMed |
spelling | pubmed-100436152023-07-01 The outcome of an automated assessment of trabecular pattern in intraoral radiographs as a fracture risk predictor Gullberg, Joanna Sundh, Daniel Johansson, Lisa Isberg, Per-Erik Lorentzon, Mattias Lindh, Christina Dentomaxillofac Radiol Research Article OBJECTIVES: This study aims to investigate if automated analyses of the trabecular pattern in intraoral radiographs independently contribute to fracture risk assessment when other risk factors incorporated in the Fracture Risk Assessment Tool (FRAX) are taken into account. A secondary aim is to explore the correlation between the automated trabecular pattern assessment in intraoral radiographs and Trabecular Bone Score (TBS). METHODS: A total of 567 intraoral radiographs from older females participating in a large population-based study (SUPERB) based in Gothenburg, Sweden, were selected to analyse trabecular pattern using semi-automated and fully automated software. Associations between trabecular pattern analysis and incident fractures were studied using Cox proportional hazard model, unadjusted and adjusted for FRAX risk factors (previous fracture, family history of hip fracture, smoking, corticosteroids, rheumatoid arthritis, without and with bone mineral density (BMD) of the femoral neck). In addition, the correlation between trabecular pattern analysis and TBS of the lumbar spine was investigated using Pearson correlation analysis. RESULTS: Neither the unadjusted nor the adjusted trabecular pattern analysis in intraoral radiographs was significantly associated with any fracture or major osteoporotic fracture (MOF). A weak correlation was found between semi-automated trabecular pattern analysis and TBS. No correlation was found between the fully automated trabecular pattern analysis and TBS. CONCLUSIONS: The present study shows that semi-automated and fully automated digital analyses of the trabecular pattern in intraoral radiographs do not contribute to fracture risk prediction. Furthermore, the study shows a weak correlation between semi-automated trabecular pattern analysis and TBS. The British Institute of Radiology. 2022-07-01 2022-04-22 /pmc/articles/PMC10043615/ /pubmed/35348365 http://dx.doi.org/10.1259/dmfr.20210483 Text en © 2022 The Authors. Published by the British Institute of Radiology https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 Unported License http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) , which permits unrestricted non-commercial reuse, provided the original author and source are credited. |
spellingShingle | Research Article Gullberg, Joanna Sundh, Daniel Johansson, Lisa Isberg, Per-Erik Lorentzon, Mattias Lindh, Christina The outcome of an automated assessment of trabecular pattern in intraoral radiographs as a fracture risk predictor |
title | The outcome of an automated assessment of trabecular pattern in intraoral radiographs as a fracture risk predictor |
title_full | The outcome of an automated assessment of trabecular pattern in intraoral radiographs as a fracture risk predictor |
title_fullStr | The outcome of an automated assessment of trabecular pattern in intraoral radiographs as a fracture risk predictor |
title_full_unstemmed | The outcome of an automated assessment of trabecular pattern in intraoral radiographs as a fracture risk predictor |
title_short | The outcome of an automated assessment of trabecular pattern in intraoral radiographs as a fracture risk predictor |
title_sort | outcome of an automated assessment of trabecular pattern in intraoral radiographs as a fracture risk predictor |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10043615/ https://www.ncbi.nlm.nih.gov/pubmed/35348365 http://dx.doi.org/10.1259/dmfr.20210483 |
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