Literature DB >> 29349697

To share or not to share? Expected pros and cons of data sharing in radiological research.

Francesco Sardanelli1,2, Marco Alì3, Myriam G Hunink4,5, Nehmat Houssami6, Luca M Sconfienza7,8, Giovanni Di Leo9.   

Abstract

The aims of this paper are to illustrate the trend towards data sharing, i.e. the regulated availability of the original patient-level data obtained during a study, and to discuss the expected advantages (pros) and disadvantages (cons) of data sharing in radiological research. Expected pros include the potential for verification of original results with alternative or supplementary analyses (including estimation of reproducibility), advancement of knowledge by providing new results by testing new hypotheses (not explored by the original authors) on pre-existing databases, larger scale analyses based on individual-patient data, enhanced multidisciplinary cooperation, reduced publication of false studies, improved clinical practice, and reduced cost and time for clinical research. Expected cons are outlined as the risk that the original authors could not exploit the entire potential of the data they obtained, possible failures in patients' privacy protection, technical barriers such as the lack of standard formats, and possible data misinterpretation. Finally, open issues regarding data ownership, the role of individual patients, advocacy groups and funding institutions in decision making about sharing of data and images are discussed. KEY POINTS: • Regulated availability of patient-level data of published clinical studies (data-sharing) is expected. • Expected benefits include verification/advancement of knowledge, reduced cost/time of research, clinical improvement. • Potential drawbacks include faults in patients' identity protection and data misinterpretation.

Entities:  

Keywords:  Confidentiality; Data sharing; Database; Information dissemination; Radiology

Mesh:

Year:  2018        PMID: 29349697     DOI: 10.1007/s00330-017-5165-5

Source DB:  PubMed          Journal:  Eur Radiol        ISSN: 0938-7994            Impact factor:   5.315


  38 in total

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10.  Radiomics: Images Are More than Pictures, They Are Data.

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  11 in total

1.  Clinical trials in radiology and data sharing: results from a survey of the European Society of Radiology (ESR) research committee.

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2.  Point estimate and reference normality interval of MRI-derived myocardial extracellular volume in healthy subjects: a systematic review and meta-analysis.

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4.  The future of radiology is now: the first 100 articles published in European Radiology Experimental.

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Journal:  Eur Radiol Exp       Date:  2019-07-26

5.  Biomedical Data Sharing Among Researchers: A Study from Jordan.

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6.  Reproducibility for Hepatocellular Carcinoma CT Radiomic Features: Influence of Delineation Variability Based on 3D-CT, 4D-CT and Multiple-Parameter MR Images.

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7.  Neither carrots nor sticks? Challenges surrounding data sharing from the perspective of research funding agencies-A qualitative expert interview study.

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Review 8.  Obtaining and managing data sets for individual participant data meta-analysis: scoping review and practical guide.

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Review 9.  Artificial intelligence in medical imaging: threat or opportunity? Radiologists again at the forefront of innovation in medicine.

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10.  Statistical significance: p value, 0.05 threshold, and applications to radiomics-reasons for a conservative approach.

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