Universität zu Köln

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

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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:	Creators Email ORCID ORCID Put Code Pinto dos Santos, Daniel UNSPECIFIED UNSPECIFIED UNSPECIFIED Dietzel, Matthias UNSPECIFIED UNSPECIFIED UNSPECIFIED Baessler, Bettina UNSPECIFIED UNSPECIFIED UNSPECIFIED
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
Uncontrolled Keywords:	Keywords Language Radiology, Nuclear Medicine & Medical Imaging Multiple languages
URI:	http://kups.ub.uni-koeln.de/id/eprint/32367