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Automatic Detection of Distant Metastasis Mentions in Radiology Reports in Spanish.

Ricardo AhumadaJocelyn DunstanMatías RojasSergio PeñafielInti ParedesPablo Báez
Published in: JCO clinical cancer informatics (2024)
These results show the usefulness of the model in detecting distant metastasis findings in three different types of cancer and the consequent classification of reports. The relevance of this study is to generate structured distant metastasis information from free-text imaging reports in Spanish. In addition, the manually annotated corpus, annotation guidelines, and code are freely released to the research community.
Keyphrases
  • lymph node
  • deep learning
  • machine learning
  • adverse drug
  • healthcare
  • papillary thyroid
  • emergency department
  • clinical practice
  • rna seq
  • social media
  • single cell