Extraction and Imputation of Eastern Cooperative Oncology Group Performance Status From Unstructured Oncology Notes Using Language Models.

Wenxin Xu Bowen GuWilliam E LotterKenneth L Kehl

Published in: JCO clinical cancer informatics (2024)

NLP models can be used to impute performance status from unstructured oncologist notes at scale. This may aid the annotation of oncology data sets for clinical outcomes research and cancer care delivery.

Keyphrases

palliative care
south africa
electronic health record
single cell
data analysis