A decade of radiomics research: are images really data or just patterns in the noise?
editorial · Level V
Where this comes from
- Record sourced from PubMed, PMID 32767103.
- Also identified by DOI 10.1007/s00330-020-07108-w and PMC identifier 7755615.
- Licence recorded as CC BY.
- The licence permits redistribution, so the abstract is shown in full and the full text is available from the publisher.
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.
Medical subject headings
- Reproducibility of Results