# OnCo record idea-fund-rt-planning-ai-capacity (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-rt-planning-ai-capacity/>
  a schema:CreativeWork ;
  onco:kind "idea" ;
  schema:identifier "idea-fund-rt-planning-ai-capacity" ;
  schema:name "Validate and reimburse AI contouring and planning to expand radiotherapy capacity"@en ;
  schema:description "Drawing targets and planning radiotherapy takes hours of scarce expert time. Properly tested AI could do much of it, letting the same staff treat far more patients, if regulators and payers set clear rules for proving and paying for it."@en ;
  schema:url <https://onco.cc/ideas/idea-fund-rt-planning-ai-capacity/> ;
  schema:dateModified "2026-09-08"^^xsd:date ;
  schema:citation <https://doi.org/10.1016/S1470-2045(15)00223-5> ;
  onco:related <https://onco.cc/ideas/idea-fund-radiotherapy-trials-infrastructure/>, <https://onco.cc/ideas/idea-fund-lmic-radiotherapy-finance/> ;
  onco:technologies <https://onco.cc/technologies/imrt-igrt/>, <https://onco.cc/technologies/radiology-ai-screening/> ;
  onco:companies <https://onco.cc/companies/varian/>, <https://onco.cc/companies/elekta/>, <https://onco.cc/companies/siemens-healthineers/> ;
  onco:bottlenecks <https://onco.cc/bottlenecks/b-surgery-radiation-innovation/>, <https://onco.cc/bottlenecks/b-workforce/>, <https://onco.cc/bottlenecks/b-ai-validation/> ;
  onco:keyPapers <https://onco.cc/key-papers/paper-sullivan-lancet-oncol/> .