# OnCo record idea-data-ai-pathology-evaluation-standard (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-pathology-evaluation-standard/>
  a schema:CreativeWork ;
  onco:kind "idea" ;
  schema:identifier "idea-data-ai-pathology-evaluation-standard" ;
  schema:name "A standard evaluation pathway for AI-assisted pathology, from reader study to deployment"@en ;
  schema:description "Pathology AI is cleared on uneven evidence, often without showing that pathologists using it do better than without. The proposed standard has two stages: a pre-registered, fully crossed multi-reader multi-case study comparing pathologist plus AI with pathologist alone, then a prospective deployment study measuring turnaround, tumour board discordance and treatment changes."@en ;
  schema:url <https://onco.cc/ideas/idea-data-ai-pathology-evaluation-standard/> ;
  schema:dateModified "2026-09-08"^^xsd:date ;
  schema:citation <https://doi.org/10.1038/s41591-021-01312-x> ;
  onco:related <https://onco.cc/ideas/idea-ai-her2-low-scoring/> ;
  onco:sections <https://onco.cc/fronts/ai-computation/> ;
  onco:technologies <https://onco.cc/technologies/digital-pathology-ai/>, <https://onco.cc/technologies/histopathology-ihc/> ;
  onco:companies <https://onco.cc/companies/paige/>, <https://onco.cc/companies/pathai/> ;
  onco:bottlenecks <https://onco.cc/bottlenecks/b-ai-validation/> ;
  onco:keyPapers <https://onco.cc/key-papers/paper-wu-nat-med/> .