A decade of radiomics research: are images really data or just patterns in the noise?

Pinto dos Santos D, Dietzel M, Baessler B (2020)

Publication Type: Journal article

Publication year: 2020

Journal

European Radiology Springer Verlag (Germany)

DOI: 10.1007/s00330-020-07108-w

Abstract

• Although radiomics is potentially a promising approach to analyze medical image data, many pitfalls need to be considered to avoid a reproducibility crisis. • There is a translation gap in radiomics research, with many studies being published but so far little to no translation into clinical practice. • Going forward, more studies with higher levels of evidence are needed, ideally also focusing on prospective studies with relevant clinical impact.

Authors with CRIS profile

Matthias Dietzel Institute of Radiology

Involved external institutions

Universitätsklinikum Köln DE Germany (DE) Universitätsspital Zürich (USZ) CH Switzerland (CH)

How to cite

APA:

Pinto dos Santos, D., Dietzel, M., & Baessler, B. (2020). A decade of radiomics research: are images really data or just patterns in the noise? European Radiology. https://doi.org/10.1007/s00330-020-07108-w

MLA:

Pinto dos Santos, Daniel, Matthias Dietzel, and Bettina Baessler. "A decade of radiomics research: are images really data or just patterns in the noise?" European Radiology (2020).

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