# OnCo record idea-data-ai-screening-endpoints (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-data-ai-screening-endpoints/>
  a schema:CreativeWork ;
  onco:kind "idea" ;
  schema:identifier "idea-data-ai-screening-endpoints" ;
  schema:name "Require stage-shift or interval-cancer endpoints for AI in cancer screening"@en ;
  schema:description "AI for screening should be judged on whether it finds dangerous cancers earlier and misses fewer, not just on whether it agrees with radiologists on old images."@en ;
  schema:url <https://onco.cc/ideas/idea-data-ai-screening-endpoints/> ;
  schema:dateModified "2026-09-08"^^xsd:date ;
  schema:citation <https://doi.org/10.1038/s41591-021-01312-x> ;
  onco:sections <https://onco.cc/fronts/ai-computation/>, <https://onco.cc/fronts/early-detection/> ;
  onco:technologies <https://onco.cc/technologies/radiology-ai-screening/>, <https://onco.cc/technologies/mammography/>, <https://onco.cc/technologies/low-dose-ct-screening/> ;
  onco:terms <https://onco.cc/terms/stage-shift/> ;
  onco:bottlenecks <https://onco.cc/bottlenecks/b-ai-validation/>, <https://onco.cc/bottlenecks/b-overdiagnosis/>, <https://onco.cc/bottlenecks/b-early-detection/> ;
  onco:keyPapers <https://onco.cc/key-papers/paper-wu-nat-med/> .