# OnCo record ablation-study (term). 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/terms/ablation-study/>
  a schema:DefinedTerm ;
  onco:kind "term" ;
  schema:identifier "ablation-study" ;
  schema:name "Ablation study and multi-task heads"@en ;
  schema:alternateName "ablation study"@en, "ablation studies"@en, "ablation"@en, "leave-one-modality-out"@en, "multi-task learning"@en, "multi-task heads"@en, "task heads"@en, "specialised task heads"@en, "shared backbone"@en ;
  schema:description "An ablation removes one component or modality at a time and re-measures performance, which is the only way to know what each part contributes; multi-task heads let one shared backbone serve several outputs."@en ;
  schema:url <https://onco.cc/terms/ablation-study/> ;
  schema:dateModified "2026-09-24"^^xsd:date ;
  schema:sameAs <https://en.wikipedia.org/wiki/Ablation_(artificial_intelligence)> ;
  schema:citation <https://en.wikipedia.org/wiki/Multi-task_learning>, <https://en.wikipedia.org/wiki/Ablation_(artificial_intelligence)> ;
  onco:tag "cansim-terms" ;
  onco:related <https://onco.cc/terms/cancer-ai-vocabulary/> ;
  onco:terms <https://onco.cc/terms/multimodal-fusion/>, <https://onco.cc/terms/accuracy-f1/>, <https://onco.cc/terms/mechanism-of-action-recovery/> .