Weakly supervised spatial relation extraction from radiology reports.

Published in: JAMIA open (2023)

We demonstrate a weakly supervision model performs sufficiently well in identifying a variety of relations from radiology text without manual annotations, while exceeding state-of-the-art results when annotated data are available.

Keyphrases

artificial intelligence
machine learning
big data
electronic health record
deep learning
smoking cessation
emergency department
data analysis