# OnCo record idea-tr2-radiomics-ibsi-mandate (idea). Data CC BY-NC 4.0, attribute "Data from OnCo (onco.cc)". Whole corpus: https://onco.cc/api/v1/onco.nt
@prefix schema: <https://schema.org/> .
@prefix onco: <https://onco.cc/ns#> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .

<https://onco.cc/ideas/idea-tr2-radiomics-ibsi-mandate/>
  a schema:CreativeWork ;
  onco:kind "idea" ;
  schema:identifier "idea-tr2-radiomics-ibsi-mandate" ;
  schema:name "No clinical claims for imaging-derived biomarkers without phantom and standards compliance"@en ;
  schema:description "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."@en ;
  schema:url <https://onco.cc/ideas/idea-tr2-radiomics-ibsi-mandate/> ;
  schema:dateModified "2026-09-08"^^xsd:date ;
  schema:citation <https://theibsi.github.io/> ;
  onco:related <https://onco.cc/companies/lunit/>, <https://onco.cc/companies/aidoc/> ;
  onco:technologies <https://onco.cc/technologies/ct/>, <https://onco.cc/technologies/mri/>, <https://onco.cc/technologies/pet-ct/> ;
  onco:bottlenecks <https://onco.cc/bottlenecks/b-biomarker-validation/>, <https://onco.cc/bottlenecks/b-ai-validation/> .