Pinto dos Santos, Daniel, Dietzel, Matthias and Baessler, Bettina (2021). A decade of radiomics research: are images really data or just patterns in the noise? Eur. Radiol., 31 (1). S. 1 - 5. NEW YORK: SPRINGER. ISSN 1432-1084
Full text not available from this repository.Abstract
Key Points center dot Although radiomics is potentially a promising approach to analyze medical image data, many pitfalls need to be considered to avoid a reproducibility crisis.center dot There is a translation gap in radiomics research, with many studies being published but so far little to no translation into clinical practice.center dot Going forward, more studies with higher levels of evidence are needed, ideally also focusing on prospective studies with relevant clinical impact.
Item Type: | Journal Article | ||||||||||||||||
Creators: |
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URN: | urn:nbn:de:hbz:38-323672 | ||||||||||||||||
DOI: | 10.1007/s00330-020-07108-w | ||||||||||||||||
Journal or Publication Title: | Eur. Radiol. | ||||||||||||||||
Volume: | 31 | ||||||||||||||||
Number: | 1 | ||||||||||||||||
Page Range: | S. 1 - 5 | ||||||||||||||||
Date: | 2021 | ||||||||||||||||
Publisher: | SPRINGER | ||||||||||||||||
Place of Publication: | NEW YORK | ||||||||||||||||
ISSN: | 1432-1084 | ||||||||||||||||
Language: | English | ||||||||||||||||
Faculty: | Unspecified | ||||||||||||||||
Divisions: | Unspecified | ||||||||||||||||
Subjects: | no entry | ||||||||||||||||
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URI: | http://kups.ub.uni-koeln.de/id/eprint/32367 |
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