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Thousands of papers extract 'radiomic' features from scans to predict outcomes, but the features change with scanner settings. Journals should require standard compliance before any clinical claim is made.
Radiomic features vary with acquisition, reconstruction and software; the Image Biomarker Standardisation Initiative (IBSI) defined reference values and benchmark datasets, but most published radiomics studies do not report compliance or test-retest reproducibility. Journals and funders requiring IBSI compliance, phantom-based feature stability testing and external validation for any radiomic biomarker claiming clinical relevance would cut the noise.
Shares Aidoc, Lunit, AI that is built but not validated or deployed, CT (computed tomography).
Shares Aidoc, Lunit, AI that is built but not validated or deployed, CT (computed tomography).
Shares AI that is built but not validated or deployed, CT (computed tomography), MRI.
Shares PET/CT, CT (computed tomography), MRI.
Shares PET/CT, CT (computed tomography), MRI.
Shares Aidoc, CT (computed tomography).