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Annotated computed tomography coronary angiogram images and associated data of normal and diseased arteries
Computed Tomography Coronary Angiography (CTCA) is a non-invasive method to evaluate coronary artery anatomy and disease. CTCA is ideal for geometry reconstruction to create virtual models of coronary arteries. To our knowledge there is no public dataset that includes centrelines and segmentation of...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10006074/ https://www.ncbi.nlm.nih.gov/pubmed/36899014 http://dx.doi.org/10.1038/s41597-023-02016-2 |
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author | Gharleghi, R. Adikari, D. Ellenberger, K. Webster, M. Ellis, C. Sowmya, A. Ooi, S. Beier, S. |
author_facet | Gharleghi, R. Adikari, D. Ellenberger, K. Webster, M. Ellis, C. Sowmya, A. Ooi, S. Beier, S. |
author_sort | Gharleghi, R. |
collection | PubMed |
description | Computed Tomography Coronary Angiography (CTCA) is a non-invasive method to evaluate coronary artery anatomy and disease. CTCA is ideal for geometry reconstruction to create virtual models of coronary arteries. To our knowledge there is no public dataset that includes centrelines and segmentation of the full coronary tree. We provide anonymized CTCA images, voxel-wise annotations and associated data in the form of centrelines, calcification scores and meshes of the coronary lumen in 20 normal and 20 diseased cases. Images were obtained along with patient information with informed, written consent as part of the Coronary Atlas. Cases were classified as normal (zero calcium score with no signs of stenosis) or diseased (confirmed coronary artery disease). Manual voxel-wise segmentations by three experts were combined using majority voting to generate the final annotations. Provided data can be used for a variety of research purposes, such as 3D printing patient-specific models, development and validation of segmentation algorithms, education and training of medical personnel and in-silico analyses such as testing of medical devices. |
format | Online Article Text |
id | pubmed-10006074 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-100060742023-03-12 Annotated computed tomography coronary angiogram images and associated data of normal and diseased arteries Gharleghi, R. Adikari, D. Ellenberger, K. Webster, M. Ellis, C. Sowmya, A. Ooi, S. Beier, S. Sci Data Data Descriptor Computed Tomography Coronary Angiography (CTCA) is a non-invasive method to evaluate coronary artery anatomy and disease. CTCA is ideal for geometry reconstruction to create virtual models of coronary arteries. To our knowledge there is no public dataset that includes centrelines and segmentation of the full coronary tree. We provide anonymized CTCA images, voxel-wise annotations and associated data in the form of centrelines, calcification scores and meshes of the coronary lumen in 20 normal and 20 diseased cases. Images were obtained along with patient information with informed, written consent as part of the Coronary Atlas. Cases were classified as normal (zero calcium score with no signs of stenosis) or diseased (confirmed coronary artery disease). Manual voxel-wise segmentations by three experts were combined using majority voting to generate the final annotations. Provided data can be used for a variety of research purposes, such as 3D printing patient-specific models, development and validation of segmentation algorithms, education and training of medical personnel and in-silico analyses such as testing of medical devices. Nature Publishing Group UK 2023-03-10 /pmc/articles/PMC10006074/ /pubmed/36899014 http://dx.doi.org/10.1038/s41597-023-02016-2 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Data Descriptor Gharleghi, R. Adikari, D. Ellenberger, K. Webster, M. Ellis, C. Sowmya, A. Ooi, S. Beier, S. Annotated computed tomography coronary angiogram images and associated data of normal and diseased arteries |
title | Annotated computed tomography coronary angiogram images and associated data of normal and diseased arteries |
title_full | Annotated computed tomography coronary angiogram images and associated data of normal and diseased arteries |
title_fullStr | Annotated computed tomography coronary angiogram images and associated data of normal and diseased arteries |
title_full_unstemmed | Annotated computed tomography coronary angiogram images and associated data of normal and diseased arteries |
title_short | Annotated computed tomography coronary angiogram images and associated data of normal and diseased arteries |
title_sort | annotated computed tomography coronary angiogram images and associated data of normal and diseased arteries |
topic | Data Descriptor |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10006074/ https://www.ncbi.nlm.nih.gov/pubmed/36899014 http://dx.doi.org/10.1038/s41597-023-02016-2 |
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