Geometric and dosimetric evaluation of atlas based auto-segmentation of cardiac structures in breast cancer patients

Kaderka Robert; Gillespie Erin F.; Mundt Robert C.; Bryant Alex K.; Sanudo-Thomas Camila B.; Harrison Anna L.; Wouters Emilie L.; Moiseenko Vitali; Moore Kevin L.; Atwood Todd F.; Murphy James D.

首页> 外文期刊>Radiotherapy and oncology: Journal of the European Society for Therapeutic Radiology and Oncology >Geometric and dosimetric evaluation of atlas based auto-segmentation of cardiac structures in breast cancer patients

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Geometric and dosimetric evaluation of atlas based auto-segmentation of cardiac structures in breast cancer patients

机译：基于地图集的乳腺癌患者心脏结构的几何和剂量评估

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Background and purpose: Auto-segmentation represents an efficient tool to segment organs on CT imaging. Primarily used in clinical setting, auto-segmentation plays an increasing role in research, particularly when analyzing thousands of images in the "big data" era. In this study we evaluate the accuracy of cardiac dosimetric endpoints derived from atlas based auto-segmentation compared to gold standard manual segmentation.

机译：背景和目的：自动分割代表CT成像对分段器官的有效工具。主要用于临床环境，自动分割在研究中起着越来越大的作用，特别是在分析“大数据”时代中的数千个图像时。在这项研究中，我们评估了与金标准手动分段相比基于AtLAS的自动分割导出的心脏剂量测定终点的准确性。

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《Radiotherapy and oncology: Journal of the European Society for Therapeutic Radiology and Oncology》 |2019年第2019期|共6页
作者
Kaderka Robert; Gillespie Erin F.; Mundt Robert C.; Bryant Alex K.; Sanudo-Thomas Camila B.; Harrison Anna L.; Wouters Emilie L.; Moiseenko Vitali; Moore Kevin L.; Atwood Todd F.; Murphy James D.;
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作者单位

Univ Calif San Diego Dept Radiat Med &

Appl Sci 3960 Hlth Sci Dr MC0865 La Jolla CA 92093 USA;

Univ Calif San Diego Dept Radiat Med &

Appl Sci 3960 Hlth Sci Dr MC0865 La Jolla CA 92093 USA;

Univ Calif San Diego Dept Radiat Med &

Appl Sci 3960 Hlth Sci Dr MC0865 La Jolla CA 92093 USA;

Univ Calif San Diego Dept Radiat Med &

Appl Sci 3960 Hlth Sci Dr MC0865 La Jolla CA 92093 USA;

Univ Calif San Diego Dept Radiat Med &

Appl Sci 3960 Hlth Sci Dr MC0865 La Jolla CA 92093 USA;

Univ Calif San Diego Dept Radiat Med &

Appl Sci 3960 Hlth Sci Dr MC0865 La Jolla CA 92093 USA;

Univ Calif San Diego Dept Radiat Med &

Appl Sci 3960 Hlth Sci Dr MC0865 La Jolla CA 92093 USA;

Univ Calif San Diego Dept Radiat Med &

Appl Sci 3960 Hlth Sci Dr MC0865 La Jolla CA 92093 USA;

Univ Calif San Diego Dept Radiat Med &

Appl Sci 3960 Hlth Sci Dr MC0865 La Jolla CA 92093 USA;

Univ Calif San Diego Dept Radiat Med &

Appl Sci 3960 Hlth Sci Dr MC0865 La Jolla CA 92093 USA;

Univ Calif San Diego Dept Radiat Med &

Appl Sci 3960 Hlth Sci Dr MC0865 La Jolla CA 92093 USA;

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原文格式 PDF
正文语种 eng
中图分类肿瘤学;
关键词
Atlas based auto-segmentation; Breast cancer; Heart contouring;

机译：基于阿特拉斯的自动分割;乳腺癌;心脏轮廓;

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专利

1. Geometric and dosimetric evaluation of atlas based auto-segmentation of cardiac structures in breast cancer patients [J] . Kaderka Robert, Gillespie Erin F., Mundt Robert C., Radiotherapy and oncology: Journal of the European Society for Therapeutic Radiology and Oncology . 2019,第期

机译：基于地图集的乳腺癌患者心脏结构的几何和剂量评估
2. Pre-clinical geometric, dosimetric and timing assessment of head and neck OARs using an in-house atlas-based auto-segmentation (ABAS) tool [J] . Khawandanh Eman, McVicar Nevin, Duzenli Cheryl Medical Physics . 2016,第8期

机译：使用内部基于图集的自动分段（ABAS）工具对头和颈OAR进行临床前几何，剂量学和时序评估
3. Evaluation of Atlas-Based Auto-Segmentation(ABAS) of Organs-At-Risk(OARs) in Cervical Cancer Using Different Atlas Sizes [J] . Wang J., Liu B., Zhang H., Medical Physics . 2018,第6期

机译：使用不同的地图集尺寸评估宫颈癌中的阿尔内斯风险（OAR）的阿特拉斯 - 风险（OAR）的评估
4. Quantifying differences in cardiac tissue structure related to patient characteristics using an optical coherence tomography cardiac tissue atlas [C] . Theresa H. Lye, Darnel Theagene, Charles C. Marboe, International Conference on Diagnostic and Therapeutic Applications of Light in Cardiology . 2020

机译：使用光学相干断层扫描心脏组织阿特拉斯定量与患者特征相关的心脏组织结构的差异
5. Investigation of the Dosimetric Impact of Patient Immobilization Deviceand Treatment Couch Structures in Prone Breast Radiation Therapy [D] . Lau, Amy. 2020

机译：患者固定型耐乳房放射治疗中患者固定剂的剂量造成的调查
6. Comparative clinical evaluation of atlas and deep-learning-based auto-segmentation of organ structures in liver cancer [O] . Sang Hee Ahn, Adam Unjin Yeo, Kwang Hyeon Kim, 2019

机译：肝癌图谱和基于深度学习的器官结构自动分割的比较临床评价
7. OC-0259: Validation of a multi-atlas based auto-segmentation of the heart in breast cancer patients [O] . Van Dijk-Peters F.B.J., Sijtsema N.M., Kierkels R.G.J., 2015

机译：OC-0259：乳腺癌患者基于多图谱的心脏自动分割的验证
8. Utilization of An NCI Infrastructure to Evaluate Breast Cancer Patient Outcomes of Importance in Determining Priorities for New Health Care Reform [R] . SMith, G. A. , Henderson, I. C. 1997

机译：利用NCI基础设施评估乳腺癌患者在确定新医疗改革重点方面的重要意义

Geometric and dosimetric evaluation of atlas based auto-segmentation of cardiac structures in breast cancer patients

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