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How many readers and cases does one need to conduct an ROC study?进行一项ROC研究需要多少读者和病例?
Acad Radiol. 2011 Feb;18(2):127-8. doi: 10.1016/j.acra.2010.12.003.
2
The diagnostic accuracy of dual-view digital mammography, single-view breast tomosynthesis and a dual-view combination of breast tomosynthesis and digital mammography in a free-response observer performance study.在一项自由反应观察者性能研究中,双视角数字乳腺摄影、单视角乳腺断层合成以及乳腺断层合成与数字乳腺摄影的双视角组合的诊断准确性。
Radiat Prot Dosimetry. 2010 Apr-May;139(1-3):113-7. doi: 10.1093/rpd/ncq044. Epub 2010 Mar 12.
3
VIEWDEX: an efficient and easy-to-use software for observer performance studies.VIEWDEX:一款用于观察者性能研究的高效且易于使用的软件。
Radiat Prot Dosimetry. 2010 Apr-May;139(1-3):42-51. doi: 10.1093/rpd/ncq057. Epub 2010 Mar 3.
4
Reducing the number of reader interpretations in MRMC studies.减少多读者多病例研究中的读者解读数量。
Acad Radiol. 2009 Feb;16(2):209-17. doi: 10.1016/j.acra.2008.05.014.
5
Agreement of the order of overall performance levels under different reading paradigms.不同阅读范式下总体表现水平顺序的一致性。
Acad Radiol. 2008 Dec;15(12):1567-73. doi: 10.1016/j.acra.2008.07.011.
6
Validation and statistical power comparison of methods for analyzing free-response observer performance studies.自由反应式观察者绩效研究分析方法的验证与统计功效比较
Acad Radiol. 2008 Dec;15(12):1554-66. doi: 10.1016/j.acra.2008.07.018.
7
Selection of a rating scale in receiver operating characteristic studies: some remaining issues.在接受者操作特征研究中选择评分量表:一些遗留问题。
Acad Radiol. 2008 Feb;15(2):245-8. doi: 10.1016/j.acra.2007.10.011.
8
"Binary" and "non-binary" detection tasks: are current performance measures optimal?“二元”和“非二元”检测任务:当前的性能指标是否最佳?
Acad Radiol. 2007 Jul;14(7):871-6. doi: 10.1016/j.acra.2007.03.014.
9
Introduction to grayscale calibration and related aspects of medical imaging grade liquid crystal displays.医学成像级液晶显示器的灰度校准及相关方面介绍。
J Digit Imaging. 2008 Jun;21(2):193-207. doi: 10.1007/s10278-007-9022-y.
10
Breast screening: PERFORMS identifies key mammographic training needs.乳房筛查:PERFORMS确定了关键的乳房X光检查培训需求。
Br J Radiol. 2006 Dec;79 Spec No 2:S127-33. doi: 10.1259/bjr/25049149.

ROCView:用于自举法替代自由反应接收器操作特性分析中数据收集的原型软件。

ROCView: prototype software for data collection in jackknife alternative free-response receiver operating characteristic analysis.

机构信息

Department of Nuclear Medicine, Furness General Hospital, Barrow-in-Furness, UK.

出版信息

Br J Radiol. 2012 Sep;85(1017):1320-6. doi: 10.1259/bjr/99497945. Epub 2012 May 9.

DOI:10.1259/bjr/99497945
PMID:22573294
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC3487065/
Abstract

ROCView has been developed as an image display and response capture (IDRC) solution to image display and consistent recording of reader responses in relation to the free-response receiver operating characteristic paradigm. A web-based solution to IDRC for observer response studies allows observations to be completed from any location, assuming that display performance and viewing conditions are consistent with the study being completed. The simplistic functionality of the software allows observations to be completed without supervision. ROCView can display images from multiple modalities, in a randomised order if required. Following registration, observers are prompted to begin their image evaluation. All data are recorded via mouse clicks, one to localise (mark) and one to score confidence (rate) using either an ordinal or continuous rating scale. Up to nine "mark-rating" pairs can be made per image. Unmarked images are given a default score of zero. Upon completion of the study, both true-positive and false-positive reports can be downloaded and adapted for analysis. ROCView has the potential to be a useful tool in the assessment of modality performance difference for a range of imaging methods.

摘要

ROCView 被开发为一种图像显示和响应捕获 (IDRC) 解决方案,用于在自由响应接收者操作特性范式下进行图像显示和读者响应的一致记录。用于观察者响应研究的基于网络的 IDRC 解决方案允许在任何位置完成观察,只要显示性能和观察条件与正在完成的研究一致。该软件的简单功能允许在没有监督的情况下完成观察。ROCView 可以按要求以随机顺序显示来自多个模态的图像。注册后,观察者会被提示开始图像评估。所有数据都通过鼠标点击记录,一个用于定位 (标记),一个用于使用顺序或连续评分量表对置信度 (评分) 进行评分。每个图像最多可以进行九次“标记-评分”对。未标记的图像默认得分为零。研究完成后,可以下载并调整真实阳性和假阳性报告以进行分析。ROCView 有可能成为评估各种成像方法的模态性能差异的有用工具。