基于任务的图像质量测量及其与辐射剂量和患者风险的关系。
Task-based measures of image quality and their relation to radiation dose and patient risk.
作者信息
Barrett Harrison H, Myers Kyle J, Hoeschen Christoph, Kupinski Matthew A, Little Mark P
机构信息
College of Optical Sciences, University of Arizona, Tucson, AZ 85721, USA. Center for Gamma-Ray Imaging, Department of Medical Imaging, University of Arizona, Tucson, AZ 85724, USA.
出版信息
Phys Med Biol. 2015 Jan 21;60(2):R1-75. doi: 10.1088/0031-9155/60/2/R1. Epub 2015 Jan 7.
Abstract
The theory of task-based assessment of image quality is reviewed in the context of imaging with ionizing radiation, and objective figures of merit (FOMs) for image quality are summarized. The variation of the FOMs with the task, the observer and especially with the mean number of photons recorded in the image is discussed. Then various standard methods for specifying radiation dose are reviewed and related to the mean number of photons in the image and hence to image quality. Current knowledge of the relation between local radiation dose and the risk of various adverse effects is summarized, and some graphical depictions of the tradeoffs between image quality and risk are introduced. Then various dose-reduction strategies are discussed in terms of their effect on task-based measures of image quality.
摘要
本文在电离辐射成像的背景下回顾了基于任务的图像质量评估理论，并总结了图像质量的客观品质因数（FOM）。讨论了FOM随任务、观察者的变化，特别是随图像中记录的平均光子数的变化。然后回顾了指定辐射剂量的各种标准方法，并将其与图像中的平均光子数相关联，进而与图像质量相关联。总结了局部辐射剂量与各种不良反应风险之间关系的当前知识，并介绍了一些图像质量与风险之间权衡的图形描述。然后根据各种剂量降低策略对基于任务的图像质量测量的影响进行了讨论。
相似文献
1
Task-based measures of image quality and their relation to radiation dose and patient risk.基于任务的图像质量测量及其与辐射剂量和患者风险的关系。
Phys Med Biol. 2015 Jan 21;60(2):R1-75. doi: 10.1088/0031-9155/60/2/R1. Epub 2015 Jan 7.
2
Tradeoffs between image quality and dose.图像质量与剂量之间的权衡。
Pediatr Radiol. 2004 Oct;34 Suppl 3:S183-95; discussion S234-41. doi: 10.1007/s00247-004-1268-7.
3
A comparative study based on image quality and clinical task performance for CT reconstruction algorithms in radiotherapy.一项基于图像质量和临床任务表现的放疗中CT重建算法的对比研究。
J Appl Clin Med Phys. 2016 Jul 8;17(4):377-390. doi: 10.1120/jacmp.v17i4.5763.
4
Diagnosis of Pulmonary Artery Embolism: Comparison of Single-Source CT and 3rd Generation Dual-Source CT using a Dual-Energy Protocol Regarding Image Quality and Radiation Dose.肺动脉栓塞的诊断：采用双能量协议的单源CT与第三代双源CT在图像质量和辐射剂量方面的比较
Rofo. 2017 Jun;189(6):527-536. doi: 10.1055/s-0043-103089. Epub 2017 Apr 26.
5
Balancing patient dose and image quality.平衡患者剂量与图像质量。
Appl Radiat Isot. 1999 Jan;50(1):1-19. doi: 10.1016/s0969-8043(98)00021-9.
6
Cone beam computed tomography radiation dose and image quality assessments.锥形束计算机断层扫描辐射剂量与图像质量评估。
Swed Dent J Suppl. 2010(209):4-55.
7
Can image enhancement allow radiation dose to be reduced whilst maintaining the perceived diagnostic image quality required for coronary angiography?图像增强能否在保持冠状动脉造影所需的可感知诊断图像质量的同时降低辐射剂量？
Br J Radiol. 2017 Mar;90(1071):20160660. doi: 10.1259/bjr.20160660. Epub 2017 Jan 26.
8
Dose reduction in computed tomography of the chest: image quality of iterative reconstructions at a 50% radiation dose compared to filtered back projection at a 100% radiation dose.胸部计算机断层扫描中的剂量降低：50%辐射剂量下迭代重建的图像质量与100%辐射剂量下滤波反投影的图像质量对比
Rofo. 2014 Jun;186(6):576-84. doi: 10.1055/s-0033-1356254. Epub 2014 Jan 29.
9
Automatic Tube Potential Selection with Tube Current Modulation (APSCM) in coronary CT angiography: Comparison of image quality and radiation dose with conventional body mass index-based protocol.冠状动脉 CT 血管造影中自动管电压选择与管电流调制（APSCM）：与常规基于体质量指数的协议相比，图像质量和辐射剂量的比较。
J Cardiovasc Comput Tomogr. 2012 May-Jun;6(3):184-90. doi: 10.1016/j.jcct.2012.04.002. Epub 2012 Apr 6.
10
Signal detectability in digital radiography: spatial domain figures of merit.数字射线照相中的信号可检测性：空间域品质因数
Med Phys. 2003 Aug;30(8):2180-93. doi: 10.1118/1.1578485.
引用本文的文献
1
Hybrid phantom for lung CT: Design and validation.用于肺部CT的混合体模：设计与验证
Med Phys. 2025 Aug;52(8):e17990. doi: 10.1002/mp.17990.
2
Noise-aware system generative model (NASGM): positron emission tomography (PET) image simulation framework with observer validation studies.噪声感知系统生成模型（NASGM）：用于正电子发射断层扫描（PET）图像模拟框架及观察者验证研究。
Med Phys. 2025 Jul;52(7):e17962. doi: 10.1002/mp.17962.
3
Gaussian Function Model for Task-Specific Evaluation in Medical Imaging: A Theoretical Investigation.医学成像中特定任务评估的高斯函数模型：理论研究
J Imaging Inform Med. 2025 Apr 24. doi: 10.1007/s10278-025-01511-9.
4
Reduced contrast agent volume using a heart-rate dependent and free-breathing scanning protocol in coronary computed tomography angiography (CTA) for patients with chronic obstructive pulmonary disease (COPD).在慢性阻塞性肺疾病（COPD）患者的冠状动脉计算机断层扫描血管造影（CTA）中，采用心率依赖和自由呼吸扫描方案减少造影剂用量。
BMC Cardiovasc Disord. 2025 Jan 10;25(1):15. doi: 10.1186/s12872-024-04437-2.
5
Optimization of abdominal CT based on a model of total risk minimization by putting radiation risk in perspective with imaging benefit.基于将辐射风险与成像益处相结合的总风险最小化模型对腹部CT进行优化。
Commun Med (Lond). 2024 Dec 19;4(1):272. doi: 10.1038/s43856-024-00674-w.
6
An image quality assessment index based on image features and keypoints for X-ray CT images.基于图像特征和关键点的 X 射线 CT 图像质量评估指标。
PLoS One. 2024 Jul 11;19(7):e0304860. doi: 10.1371/journal.pone.0304860. eCollection 2024.
7
Task-based transferable deep-learning scatter correction in cone beam computed tomography: a simulation study.基于任务的锥束计算机断层扫描中的可转移深度学习散射校正：一项模拟研究
J Med Imaging (Bellingham). 2024 Mar;11(2):024006. doi: 10.1117/1.JMI.11.2.024006. Epub 2024 Mar 23.
8
Need for Objective Task-Based Evaluation of Image Segmentation Algorithms for Quantitative PET: A Study with ACRIN 6668/RTOG 0235 Multicenter Clinical Trial Data.客观基于任务的定量 PET 图像分割算法评估的必要性：一项使用 ACRIN 6668/RTOG 0235 多中心临床试验数据的研究。
J Nucl Med. 2024 Mar 1;65(3):485-92. doi: 10.2967/jnumed.123.266018. Epub 2024 Feb 15.
9
Need for objective task-based evaluation of AI-based segmentation methods for quantitative PET.对基于人工智能的定量PET分割方法进行基于任务的客观评估的必要性。
Proc SPIE Int Soc Opt Eng. 2023 Feb;12467. doi: 10.1117/12.2647894. Epub 2023 Apr 3.
10
Approximating the Hotelling observer with autoencoder-learned efficient channels for binary signal detection tasks.使用自动编码器学习的高效通道逼近用于二元信号检测任务的霍特林观察者。
J Med Imaging (Bellingham). 2023 Sep;10(5):055501. doi: 10.1117/1.JMI.10.5.055501. Epub 2023 Sep 26.
本文引用的文献
1
Evaluating Estimation Techniques in Medical Imaging Without a Gold Standard: Experimental Validation.在无金标准情况下评估医学成像中的估计技术：实验验证
Proc SPIE Int Soc Opt Eng. 2003 Feb 15;5034. doi: 10.1117/12.480330.
2
An exponential growth of computational phantom research in radiation protection, imaging, and radiotherapy: a review of the fifty-year history.辐射防护、成像和放射治疗中计算体模研究的指数增长：五十年历史回顾
Phys Med Biol. 2014 Sep 21;59(18):R233-302. doi: 10.1088/0031-9155/59/18/R233. Epub 2014 Aug 21.
3
CT image assessment by low contrast signal detectability evaluation with unknown signal location.利用未知信号位置的低对比度信号检测评估进行 CT 图像评估。
Med Phys. 2013 Nov;40(11):111908. doi: 10.1118/1.4824055.
4
Utility as a rationale for choosing observer performance assessment paradigms for detection tasks in medical imaging.将观察者绩效评估范式应用于医学影像检测任务的基本原理在于其效用。
Med Phys. 2013 Nov;40(11):111903. doi: 10.1118/1.4823755.
5
Objective assessment of image quality VI: imaging in radiation therapy.客观评估图像质量 VI：放射治疗中的成像。
Phys Med Biol. 2013 Nov 21;58(22):8197-213. doi: 10.1088/0031-9155/58/22/8197.
6
Quantifying the Importance of the Statistical Assumption in Statistical X-ray CT Image Reconstruction.量化统计假设在统计 X 射线 CT 图像重建中的重要性。
IEEE Trans Med Imaging. 2014 Jan;33(1):61-73. doi: 10.1109/TMI.2013.2280383. Epub 2013 Aug 30.
7
Investigation of energy weighting using an energy discriminating photon counting detector for breast CT.使用能量甄别光子计数探测器进行乳腺 CT 的能谱加权研究。
Med Phys. 2013 Aug;40(8):081923. doi: 10.1118/1.4813901.
8
Reducing radiation dose to the female breast during CT coronary angiography: a simulation study comparing breast shielding, angular tube current modulation, reduced kV, and partial angle protocols using an unknown-location signal-detectability metric.降低 CT 冠状动脉造影中女性乳房的辐射剂量：使用未知位置信号检测度量比较乳房屏蔽、角度管电流调制、降低千伏和部分角度方案的模拟研究。
Med Phys. 2013 Aug;40(8):081921. doi: 10.1118/1.4816302.
9
Investigation of statistical iterative reconstruction for dedicated breast CT.专用乳腺 CT 中统计迭代重建的研究。
Med Phys. 2013 Aug;40(8):081904. doi: 10.1118/1.4811328.
10
Modelling the physics in the iterative reconstruction for transmission computed tomography.对透射计算机断层扫描的迭代重建中的物理现象进行建模。
Phys Med Biol. 2013 Jun 21;58(12):R63-96. doi: 10.1088/0031-9155/58/12/R63. Epub 2013 Jun 5.
Zotero 插件