David W. Eyre

Leveraging transformers and large language models with antimicrobial prescribing data to predict sources of infection for electronic health record studies

2024 · medRxiv

Abstract Background Electronic health records frequently contain extensive unstructured free-text data, but extracting information accurately from these data and at scale is challenging. Using free-text from antibiotic prescribing data as an example, we investigate the …