# OnCo record pathology-foundation-models (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/pathology-foundation-models/>
  a schema:DefinedTerm ;
  onco:kind "term" ;
  schema:identifier "pathology-foundation-models" ;
  schema:name "Pathology foundation models: UNI, UNI2, Virchow2, CTransPath, CONCH, TITAN"@en ;
  schema:alternateName "UNI2"@en, "UNI2-h"@en, "Virchow2"@en, "CTransPath"@en, "TransPath"@en, "pathology encoder"@en, "tile encoder"@en, "histopathology foundation model"@en ;
  schema:description "Pathology foundation models are image encoders pretrained without labels on millions of slide tiles; UNI and CONCH come from the Mahmood Lab at Harvard, Virchow from Paige, and CTransPath was an early transformer version."@en ;
  schema:url <https://onco.cc/terms/pathology-foundation-models/> ;
  schema:dateModified "2026-09-24"^^xsd:date ;
  schema:citation <https://doi.org/10.1038/s41591-024-02857-3>, <https://huggingface.co/MahmoodLab/UNI2-h>, <https://doi.org/10.1038/s41591-024-03141-0>, <https://huggingface.co/paige-ai/Virchow2>, <https://doi.org/10.1016/j.media.2022.102559>, <https://doi.org/10.1038/s41591-024-02856-4> ;
  onco:tag "cansim-terms" ;
  onco:related <https://onco.cc/companies/paige/>, <https://onco.cc/terms/cancer-ai-vocabulary/> ;
  onco:technologies <https://onco.cc/technologies/pathology-foundation-model/>, <https://onco.cc/technologies/titan/> ;
  onco:terms <https://onco.cc/terms/tile-patch-encoding/>, <https://onco.cc/terms/abmil/>, <https://onco.cc/terms/foundation-model/>, <https://onco.cc/terms/open-weights/> .