# OnCo record idea-fund-federated-learning-consortium (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-fund-federated-learning-consortium/>
  a schema:CreativeWork ;
  onco:kind "idea" ;
  schema:identifier "idea-fund-federated-learning-consortium" ;
  schema:name "A federated learning consortium of cancer centres that jointly own the models"@en ;
  schema:description "Hospitals could train shared AI models on all their patients' scans and records without any data leaving the building, and jointly own the results, if someone built and governed the network."@en ;
  schema:url <https://onco.cc/ideas/idea-fund-federated-learning-consortium/> ;
  schema:dateModified "2026-09-08"^^xsd:date ;
  schema:citation <https://doi.org/10.1001/jamanetworkopen.2020.33972> ;
  onco:related <https://onco.cc/ideas/idea-multimodal-foundation-model/>, <https://onco.cc/ideas/idea-fund-trial-data-trust/> ;
  onco:technologies <https://onco.cc/technologies/digital-pathology-ai/>, <https://onco.cc/technologies/pathology-foundation-model/>, <https://onco.cc/technologies/radiology-ai-screening/> ;
  onco:companies <https://onco.cc/companies/owkin/> ;
  onco:bottlenecks <https://onco.cc/bottlenecks/b-ip-collaboration/>, <https://onco.cc/bottlenecks/b-data-silos/>, <https://onco.cc/bottlenecks/b-ai-validation/> ;
  onco:keyPapers <https://onco.cc/key-papers/paper-danchev-jama-netw-open/> .