CheckList for EvaluAtion of Radiomics research (CLEAR): a step-by-step reporting guideline for authors and reviewers endorsed by ESR and EuSoMII.
CheckList for EvaluAtion of Radiomics research (CLEAR): a step-by-step reporting guideline for authors and reviewers endorsed by ESR and EuSoMII.
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DOI：
10.1186/s13244-023-01415-8
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发表时间：
2023-05-04
影响因子：
4.7
通讯作者：
中科院分区：
文献类型：
--
作者：
尽管放射组学在支持临床决策方面具有巨大潜力，但其目前的使用主要限于学术研究，而没有在常规临床实践中应用。放射组学的工作流程是复杂的，由于几个方法步骤和细微差别，这往往导致不充分的报告和评估，以及重现性差。人工智能和预测建模的可用报告指南和清单包括相关的良好实践，但它们并不适合放射组学研究。显然需要一个完整的放射组学检查表，用于研究计划、手稿撰写和审查过程中的评价，以促进研究的重复性和再现性。我们在这里提出了一个放射组学研究的文件标准，可以指导作者和审稿人。我们的动机是提高放射组学研究的质量和可靠性，进而提高其可重复性。我们将检查表命名为CLEAR（CheckList for Evaluation of Radiomics research），以传达更加透明的理念。CLEAR检查表有58个项目，应被视为提供临床放射组学研究最低要求的标准化工具。除了清单的动态在线版本外，还建立了一个公共储存库，以允许放射组学界对清单项目发表评论，并为未来版本调整清单。由一个国际专家组使用修改后的德尔菲方法编写和修订，我们希望CLEAR检查表将作为一个单一的和完整的科学文献工具，为作者和评审员，以改善放射组学文献。在线版本包含补充材料，可通过10.1186/s13244-023-01415-8获得。放射组学的工作流程是复杂的，有几个方法步骤和细微差别，这往往导致不充分的再现性，报告和评价。CLEAR检查表提出了一个放射组学研究的单一文档标准，可以指导作者，提供临床放射组学研究的最低要求。CLEAR清单旨在包括所有必要的项目，以支持放射学相关手稿的审查员评价。在线版本包含补充材料，可通过10.1186/s13244-023-01415-8获得。
Even though radiomics can hold great potential for supporting clinical decision-making, its current use is mostly limited to academic research, without applications in routine clinical practice. The workflow of radiomics is complex due to several methodological steps and nuances, which often leads to inadequate reporting and evaluation, and poor reproducibility. Available reporting guidelines and checklists for artificial intelligence and predictive modeling include relevant good practices, but they are not tailored to radiomic research. There is a clear need for a complete radiomics checklist for study planning, manuscript writing, and evaluation during the review process to facilitate the repeatability and reproducibility of studies. We here present a documentation standard for radiomic research that can guide authors and reviewers. Our motivation is to improve the quality and reliability and, in turn, the reproducibility of radiomic research. We name the checklist CLEAR (CheckList for EvaluAtion of Radiomics research), to convey the idea of being more transparent. With its 58 items, the CLEAR checklist should be considered a standardization tool providing the minimum requirements for presenting clinical radiomics research. In addition to a dynamic online version of the checklist, a public repository has also been set up to allow the radiomics community to comment on the checklist items and adapt the checklist for future versions. Prepared and revised by an international group of experts using a modified Delphi method, we hope the CLEAR checklist will serve well as a single and complete scientific documentation tool for authors and reviewers to improve the radiomics literature. The online version contains supplementary material available at 10.1186/s13244-023-01415-8. The workflow of radiomics is complex with several methodological steps and nuances, which often leads to inadequate reproducibility, reporting, and evaluation. The CLEAR checklist proposes a single documentation standard for radiomics research that can guide authors, providing the minimum requirements for presenting clinical radiomics research. The CLEAR checklist aims to include all necessary items to support reviewer evaluation of radiomics-related manuscripts. The online version contains supplementary material available at 10.1186/s13244-023-01415-8.
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DOI：
10.1007/s00259-022-06001-6
发表时间：
2023-01
影响因子：
9.1
作者：
Hatt, M.;Krizsan, A. K.;Rahmim, A.;Bradshaw, T. J.;Costa, P. F.;Forgacs, A.;Seifert, R.;Zwanenburg, A.;El Naqa, I;Kinahan, P. E.;Tixier, F.;Jha, A. K.;Visvikis, D.
通讯作者：
Visvikis, D.
影响因子：
2.9
作者：
Collins GS;Dhiman P;Andaur Navarro CL;Ma J;Hooft L;Reitsma JB;Logullo P;Beam AL;Peng L;Van Calster B;van Smeden M;Riley RD;Moons KG
通讯作者：
Moons KG
影响因子：
2.4
作者：
Hutchings, Andrew;Raine, Rosalind;Black, Nick
通讯作者：
Black, Nick
影响因子：
11.2
作者：
Fedorov A;Longabaugh WJR;Pot D;Clunie DA;Pieper S;Aerts HJWL;Homeyer A;Lewis R;Akbarzadeh A;Bontempi D;Clifford W;Herrmann MD;Höfener H;Octaviano I;Osborne C;Paquette S;Petts J;Punzo D;Reyes M;Schacherer DP;Tian M;White G;Ziegler E;Shmulevich I;Pihl T;Wagner U;Farahani K;Kikinis R
通讯作者：
Kikinis R
影响因子：
39.2
作者：
Collins, Gary S.;Reitsma, Johannes B.;Moons, Karel G. M.
通讯作者：
Moons, Karel G. M.