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带注释的计算机断层扫描冠状动脉造影图像及正常和病变动脉的相关数据。

Annotated computed tomography coronary angiogram images and associated data of normal and diseased arteries.

机构信息

Faculty of Engineering, University of New South Wales, Kensington, NSW, 2052, Australia.

Prince of Wales Clinical School of Medicine, UNSW Sydney, Sydney, NSW, Australia.

出版信息

Sci Data. 2023 Mar 10;10(1):128. doi: 10.1038/s41597-023-02016-2.

Abstract

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.

摘要

计算机断层扫描冠状动脉造影(CTCA)是一种评估冠状动脉解剖结构和疾病的非侵入性方法。CTCA 非常适合进行几何重建,以创建冠状动脉的虚拟模型。据我们所知,目前还没有包含完整冠状动脉树中心线和分割的公共数据集。我们提供经过匿名处理的 CTCA 图像、体素级注释以及中心线、钙化评分和冠状动脉管腔网格等相关数据,这些数据来自 20 个正常和 20 个患病病例。这些图像是作为冠状动脉图谱的一部分,与患者信息一起获得的,获得过程均经过知情同意和书面同意。病例被分类为正常(钙评分为零,没有狭窄迹象)或患病(确诊的冠状动脉疾病)。由三位专家进行的手动体素级分割通过多数表决进行组合,以生成最终的注释。提供的数据可用于各种研究目的,例如 3D 打印患者特定模型、分割算法的开发和验证、医疗人员的教育和培训以及计算机模拟分析,例如医疗器械的测试。

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