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Structured reporting to improve transparency of analyses in prognostic marker studies

2022·26 Zitationen·BMC MedicineOpen Access
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26

Zitationen

4

Autoren

2022

Jahr

Abstract

A substantial part of prognostic factor studies is poorly reported and analyzed, with severe consequences for related systematic reviews and meta-analyses. We consider inadequate reporting of single studies as one of the most important reasons that the clinical relevance of most markers is still unclear after years of research and dozens of publications. We conclude that structured reporting is an important step to improve the quality of prognostic marker research and discuss its role in the context of selective reporting, meta-analysis, study registration, predefined statistical analysis plans, and improvement of marker research.

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Themen

Meta-analysis and systematic reviewsArtificial Intelligence in Healthcare and EducationRadiomics and Machine Learning in Medical Imaging
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