# OnCo record domain-adaptation (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/domain-adaptation/>
  a schema:DefinedTerm ;
  onco:kind "term" ;
  schema:identifier "domain-adaptation" ;
  schema:name "Domain shift and domain adaptation (cell line to patient)"@en ;
  schema:alternateName "domain shift"@en, "distribution shift"@en, "domain adaptation"@en, "cell-line to patient transfer"@en, "TUGDA"@en, "Velodrome"@en, "PRECISE"@en, "TRANSACT"@en, "train-test mismatch"@en ;
  schema:description "Domain shift is the mismatch between the data a model was trained on and the data it meets later (cell lines versus tumours, one sequencing platform versus another); domain adaptation is the family of methods that try to bridge it."@en ;
  schema:url <https://onco.cc/terms/domain-adaptation/> ;
  schema:dateModified "2026-09-24"^^xsd:date ;
  schema:sameAs <https://en.wikipedia.org/wiki/Domain_adaptation> ;
  schema:citation <https://doi.org/10.1093/bioinformatics/btab299>, <https://doi.org/10.1093/bioinformatics/btz372>, <https://doi.org/10.1073/pnas.2106682118>, <https://en.wikipedia.org/wiki/Domain_adaptation> ;
  onco:tag "cansim-terms" ;
  onco:related <https://onco.cc/terms/cancer-ai-vocabulary/> ;
  onco:terms <https://onco.cc/terms/batch-effects/>, <https://onco.cc/terms/ood-detection/>, <https://onco.cc/terms/cell-lines-as-proxy/>, <https://onco.cc/terms/external-validation/> .