• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

基于平均 CT 值的 4D-CT 勾画心脏亚结构在肺癌放疗中的应用:心脏瓣膜勾画图谱的提出。

Contouring cardiac substructures on average intensity projection 4D-CT for lung cancer radiotherapy: A proposal of a heart valve contouring atlas.

机构信息

Department of Radiotherapy, Military Institute of Medicine, Warsaw, Poland; Department of Radiotherapy, Regional Oncology Centre, Czestochowa, Poland.

Department of Radiotherapy, Medical Physics Unit, Military Institute of Medicine, Warsaw, Poland.

出版信息

Radiother Oncol. 2022 Feb;167:261-268. doi: 10.1016/j.radonc.2021.12.041. Epub 2022 Jan 3.

DOI:10.1016/j.radonc.2021.12.041
PMID:34990727
Abstract

BACKGROUND AND PURPOSE

A detailed contouring atlas of the heart valves is lacking. Existing heart contouring atlases have not been evaluated on average intensity projection four-dimensional non-contrast computed tomography (AVE-4D-CT) scans, routinely used for organ-at-risk delineation in lung cancer radiotherapy. We aimed to develop the heart valve contouring atlas and to assess inter-observer variation in delineation of the heart, its substructures, and coronary arteries on AVE-4D-CT scans, along with its impact on radiotherapy doses.

MATERIALS AND METHODS

A heart valve contouring atlas was developed. Five radiation oncologists and four cardiologists delineated the valves according to this atlas, and the remaining heart substructures according to the existing atlases, on AVE-4D-CT scans of ten patients who underwent radio(chemo)therapy for NSCLC. The observer contours were then compared to the collectively defined "reference" contours. Spatial variation was assessed using the Sørensen-Dice similarity coefficient (DSC), directed average Hausdorff distance (DAH), directed Hausdorff distance (HD), and the mean distance to agreement (MDA). The effect of spatial variation on radiotherapy doses was assessed using the patients' treatment plans.

RESULTS

Inter-observer contour overlap (mean DSC) was 0.68, 0.49, 0.45 and 0.45, and inter-observer contour separation (mean DAH) was 2.1, 3.4, 2.6 and 2.9 mm for the pulmonic (PV), aortic (AV), mitral (MV) and tricuspid valve (TV), respectively. Mean HD was higher for TV and MV (13.3 and 11.7 mm) than for AV and PV (7.8 and 7 mm). The highest mean MDA of 3.1 mm was found for AV, and the lowest (1.9 mm) for PV. Inter-observer agreement was the lowest for the coronary arteries, but statistically significant dose variation was found mainly in the left ventricular septal and anterior segments.

CONCLUSION

Our atlas enables reproducible delineation of the heart valves. Delineation of the heart and its substructures on AVE-4D-CT scans is feasible, with inter-observer variability similar to that reported on conventional non-contrast CT scans.

摘要

背景与目的

目前尚缺乏详细的心脏瓣膜轮廓图谱。现有的心脏轮廓图谱尚未在平均强度投影四维非对比 CT(AVE-4D-CT)扫描上进行评估,而 AVE-4D-CT 扫描通常用于肺癌放射治疗中的危及器官勾画。我们旨在开发心脏瓣膜轮廓图谱,并评估在 AVE-4D-CT 扫描上勾画心脏、其亚结构和冠状动脉的观察者间变异性,以及其对放射治疗剂量的影响。

材料与方法

开发了心脏瓣膜轮廓图谱。五位放射肿瘤学家和四位心脏病专家根据该图谱以及现有的图谱在十位接受 NSCLC 放化疗的患者的 AVE-4D-CT 扫描上勾画了瓣膜和其他心脏亚结构。然后将观察者轮廓与集体定义的“参考”轮廓进行比较。使用 Sørensen-Dice 相似系数(DSC)、有向平均 Hausdorff 距离(DAH)、有向 Hausdorff 距离(HD)和平均一致性距离(MDA)评估空间变异性。使用患者的治疗计划评估空间变异性对放射治疗剂量的影响。

结果

观察者间轮廓重叠(平均 DSC)分别为 0.68、0.49、0.45 和 0.45,观察者间轮廓分离(平均 DAH)分别为 2.1、3.4、2.6 和 2.9 毫米,用于肺动脉瓣(PV)、主动脉瓣(AV)、二尖瓣(MV)和三尖瓣(TV)。TV 和 MV 的平均 HD 较高(分别为 13.3 和 11.7 毫米),而 AV 和 PV 的平均 HD 较低(分别为 7.8 和 7 毫米)。AV 的平均 MDA 最高(3.1 毫米),而 PV 的平均 MDA 最低(1.9 毫米)。观察者间一致性最低的是冠状动脉,但主要在左心室间隔和前节段发现了有统计学意义的剂量变化。

结论

我们的图谱能够实现心脏瓣膜的可重复性勾画。在 AVE-4D-CT 扫描上勾画心脏及其亚结构是可行的,观察者间变异性与传统非对比 CT 扫描报道的相似。

相似文献

1
Contouring cardiac substructures on average intensity projection 4D-CT for lung cancer radiotherapy: A proposal of a heart valve contouring atlas.基于平均 CT 值的 4D-CT 勾画心脏亚结构在肺癌放疗中的应用:心脏瓣膜勾画图谱的提出。
Radiother Oncol. 2022 Feb;167:261-268. doi: 10.1016/j.radonc.2021.12.041. Epub 2022 Jan 3.
2
A cardiac contouring atlas for radiotherapy.一种用于放射治疗的心脏轮廓图谱。
Radiother Oncol. 2017 Mar;122(3):416-422. doi: 10.1016/j.radonc.2017.01.008. Epub 2017 Feb 21.
3
Delineation of whole heart and substructures in thoracic radiation therapy: National guidelines and contouring atlas by the Danish Multidisciplinary Cancer Groups.胸部放射治疗中心脏和亚结构勾画:丹麦多学科癌症组的国家指南和勾画图谱。
Radiother Oncol. 2020 Sep;150:121-127. doi: 10.1016/j.radonc.2020.06.015. Epub 2020 Jun 13.
4
Cardiac atlas development and validation for automatic segmentation of cardiac substructures.用于心脏亚结构自动分割的心脏图谱开发与验证
Radiother Oncol. 2017 Jan;122(1):66-71. doi: 10.1016/j.radonc.2016.11.016. Epub 2016 Dec 8.
5
Cardiac Substructure Segmentation and Dosimetry Using a Novel Hybrid Magnetic Resonance and Computed Tomography Cardiac Atlas.使用新型磁共振与计算机断层扫描心脏图谱进行心脏亚结构分割和剂量学评估。
Int J Radiat Oncol Biol Phys. 2019 Mar 15;103(4):985-993. doi: 10.1016/j.ijrobp.2018.11.025. Epub 2018 Nov 22.
6
Impact of a contouring atlas on radiographer inter-observer variation in male pelvis radiotherapy.勾画图谱对男性骨盆放疗中放射技师间观察者变异的影响。
J Med Imaging Radiat Sci. 2024 Jun;55(2):281-288. doi: 10.1016/j.jmir.2024.03.004. Epub 2024 Apr 11.
7
Benefit of using motion compensated reconstructions for reducing inter-observer and intra-observer contouring variation for organs at risk in lung cancer patients.运动补偿重建对降低肺癌患者危及器官轮廓勾画的观察者间和观察者内变异性的获益。
Radiother Oncol. 2018 Feb;126(2):333-338. doi: 10.1016/j.radonc.2017.11.021. Epub 2017 Dec 5.
8
Feasibility of using a novel automatic cardiac segmentation algorithm in the clinical routine of lung cancer patients.新型自动心脏分割算法在肺癌患者临床常规中的可行性。
PLoS One. 2021 Jan 14;16(1):e0245364. doi: 10.1371/journal.pone.0245364. eCollection 2021.
9
Dosimetric Impact of Delineation and Motion Uncertainties on the Heart and Substructures in Lung Cancer Radiotherapy.肺癌放疗中勾画和运动不确定性对心脏和子结构的剂量学影响。
Clin Oncol (R Coll Radiol). 2024 Jul;36(7):420-429. doi: 10.1016/j.clon.2024.04.002. Epub 2024 Apr 4.
10
Use of a novel atlas for muscles of mastication to reduce inter observer variability in head and neck radiotherapy contouring.使用新型咀嚼肌图谱减少头颈部放疗勾画中的观察者间变异性。
Radiother Oncol. 2019 Jan;130:56-61. doi: 10.1016/j.radonc.2018.10.030. Epub 2018 Nov 9.

引用本文的文献

1
The impact of intravenous iodinated contrast agents on radiotherapy dose calculation and radiobiological effect predictions in central lung cancer.静脉注射碘化造影剂对中央型肺癌放疗剂量计算及放射生物学效应预测的影响。
Front Oncol. 2025 Aug 11;15:1563919. doi: 10.3389/fonc.2025.1563919. eCollection 2025.
2
Radiation-induced cardiac substructure damage and dose constraints: a review.辐射诱发的心脏亚结构损伤与剂量限制:综述
Radiat Oncol. 2025 Jun 5;20(1):94. doi: 10.1186/s13014-025-02668-x.
3
Deep learning-based estimation of respiration-induced deformation from surface motion: A proof-of-concept study on 4D thoracic image synthesis.
基于深度学习从表面运动估计呼吸引起的变形:关于四维胸部图像合成的概念验证研究
Med Phys. 2025 Jul;52(7):e17804. doi: 10.1002/mp.17804. Epub 2025 Apr 5.
4
Cardiac Exposure Related to Adjuvant Radiotherapy in Patients Affected by Thymoma: A Dosimetric Comparison of Photon or Proton Intensity-Modulated Therapy.胸腺瘤患者辅助放疗相关的心脏照射:光子或质子调强放疗的剂量学比较
Cancers (Basel). 2025 Jan 17;17(2):294. doi: 10.3390/cancers17020294.
5
Cardiotoxicity following thoracic radiotherapy for lung cancer.肺癌胸部放疗后的心脏毒性
Br J Cancer. 2025 Mar;132(4):311-325. doi: 10.1038/s41416-024-02888-0. Epub 2024 Nov 6.
6
Overview of cardiac toxicity from radiation therapy.放射治疗引起的心脏毒性概述。
J Med Imaging Radiat Oncol. 2024 Dec;68(8):987-1000. doi: 10.1111/1754-9485.13757. Epub 2024 Sep 20.
7
Cardiac substructure delineation in radiation therapy - A state-of-the-art review.放射治疗中心脏亚结构的描绘——一项最新综述。
J Med Imaging Radiat Oncol. 2024 Dec;68(8):914-949. doi: 10.1111/1754-9485.13668. Epub 2024 May 17.
8
How to contour the different heart subregions for future deep-learning modeling of the heart: A practical pictorial proposal for radiation oncologists.如何为未来心脏深度学习建模勾勒不同的心脏亚区域:给放射肿瘤学家的实用图示建议
Clin Transl Radiat Oncol. 2023 Dec 18;45:100718. doi: 10.1016/j.ctro.2023.100718. eCollection 2024 Mar.
9
Development of a comprehensive cardiac atlas on a 1.5 Tesla Magnetic Resonance Linear Accelerator.在1.5特斯拉磁共振直线加速器上开发一个综合性心脏图谱。
Phys Imaging Radiat Oncol. 2023 Nov 7;28:100504. doi: 10.1016/j.phro.2023.100504. eCollection 2023 Oct.
10
Excitement and Concerns of Young Radiation Oncologists over Automatic Segmentation: A French Perspective.年轻放射肿瘤学家对自动分割技术的兴奋与担忧:法国视角
Cancers (Basel). 2023 Mar 29;15(7):2040. doi: 10.3390/cancers15072040.