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Status: Bibliographieeintrag

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Verfasst von:Koçak, Burak [VerfasserIn]   i
 Baeßler, Bettina [VerfasserIn]   i
 Bakas, Spyridon [VerfasserIn]   i
 Cuocolo, Renato [VerfasserIn]   i
 Fedorov, Andrey [VerfasserIn]   i
 Maier-Hein, Lena [VerfasserIn]   i
 Mercaldo, Nathaniel [VerfasserIn]   i
 Müller, Henning [VerfasserIn]   i
 Orlhac, Fanny [VerfasserIn]   i
 Pinto dos Santos, Daniel [VerfasserIn]   i
 Stanzione, Arnaldo [VerfasserIn]   i
 Ugga, Lorenzo [VerfasserIn]   i
 Zwanenburg, Alex [VerfasserIn]   i
Titel:CheckList for EvaluAtion of Radiomics research (CLEAR)
Titelzusatz:a step-by-step reporting guideline for authors and reviewers endorsed by ESR and EuSoMII
Verf.angabe:Burak Kocak, Bettina Baessler, Spyridon Bakas, Renato Cuocolo, Andrey Fedorov, Lena Maier-Hein, Nathaniel Mercaldo, Henning Müller, Fanny Orlhac, Daniel Pinto dos Santos, Arnaldo Stanzione, Lorenzo Ugga and Alex Zwanenburg
E-Jahr:2023
Jahr:04 May 2023
Umfang:13 S.
Fussnoten:Gesehen am 08.08.2023
Titel Quelle:Enthalten in: Insights into imaging
Ort Quelle:Berlin : Springer, 2010
Jahr Quelle:2023
Band/Heft Quelle:14(2023), Artikel-ID 75, Seite 1-13
ISSN Quelle:1869-4101
Abstract: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.
DOI:doi:10.1186/s13244-023-01415-8
URL:Bitte beachten Sie: Dies ist ein Bibliographieeintrag. Ein Volltextzugriff für Mitglieder der Universität besteht hier nur, falls für die entsprechende Zeitschrift/den entsprechenden Sammelband ein Abonnement besteht oder es sich um einen OpenAccess-Titel handelt.

kostenfrei: Volltext: https://doi.org/10.1186/s13244-023-01415-8
 kostenfrei: Volltext: https://insightsimaging.springeropen.com/articles/10.1186/s13244-023-01415-8
 DOI: https://doi.org/10.1186/s13244-023-01415-8
Datenträger:Online-Ressource
Sprache:eng
Sach-SW:Checklist
 Imaging
 Radiomics
 Reporting
 Texture analysis
K10plus-PPN:1854652982
Verknüpfungen:→ Zeitschrift

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