# OnCo record idea-moon-continuous-ai-validation-registry (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-moon-continuous-ai-validation-registry/>
  a schema:CreativeWork ;
  onco:kind "idea" ;
  schema:identifier "idea-moon-continuous-ai-validation-registry" ;
  schema:name "Continuous prospective validation for every oncology AI tool after deployment"@en ;
  schema:description "Cancer AI tools are approved on old test data and then never checked again. Require every deployed tool to report its real-world performance continuously, in public."@en ;
  schema:url <https://onco.cc/ideas/idea-moon-continuous-ai-validation-registry/> ;
  schema:dateModified "2026-09-08"^^xsd:date ;
  schema:citation <https://doi.org/10.1038/s41591-021-01312-x> ;
  onco:technologies <https://onco.cc/technologies/radiology-ai-screening/>, <https://onco.cc/technologies/digital-pathology-ai/>, <https://onco.cc/technologies/pathology-foundation-model/> ;
  onco:bottlenecks <https://onco.cc/bottlenecks/b-ai-validation/>, <https://onco.cc/bottlenecks/b-regulatory-fragmentation/> ;
  onco:keyPapers <https://onco.cc/key-papers/paper-wu-nat-med/> .