Cancer3.AIAI in OncologyDatasets › PubMed / PMC Open Access Subset
Text corpus Open download PubMed metadata public domain; PMC OA articles under CC licences per article

PubMed / PMC Open Access Subset

The literature corpus behind BiomedBERT, BiomedCLIP and CONCH's caption data; the entry point for any oncology NLP or vision-language pretraining.

At a glance

ProviderUS National Library of Medicine
AccessOpen download
LicencePubMed metadata public domain; PMC OA articles under CC licences per article
citations (PubMed); millions of full texts in PMC OA36 000 000
Size notesabstracts for all of PubMed; full text and figures for the open-access subset
Formatstext, JSON, PNG

Labels and annotations

MeSH indexing, article metadata, figure captions; no oncology-specific labels beyond MeSH.

Details

Not yet documented on this card.

Models trained or evaluated on it

  • pretraining BiomedCLIP Microsoft Research
  • pretraining BiomedBERT (PubMedBERT) Microsoft Research
  • pretraining CONCH Mahmood Lab, Brigham and Women's Hospital / Harvard Medical School — figure–caption pairs from the PMC open-access subset
  • training CONCH Mahmood Lab, Brigham and Women's Hospital / Harvard Medical School
  • training BiomedCLIP Microsoft Research

Sources

  1. PMC Open Access Subset

This page is educational — it is not medical advice and does not replace consultation with an oncologist. Diagnostic and treatment decisions are made solely by specialist physicians.