2 papers
cs.CL2025
High-Throughput Phenotyping of Clinical Text Using Large Language Models
Daniel B. Hier, S. Ilyas Munzir, Anne Stahlfeld +2
High-throughput phenotyping automates the mapping of patient signs to standardized ontology concepts and is essential for precision medicine. This study evaluates the automation of…
cs.CL2024
Efficient Standardization of Clinical Notes using Large Language Models
Daniel B. Hier, Michael D. Carrithers, Thanh Son Do +1
Clinician notes are a rich source of patient information but often contain inconsistencies due to varied writing styles, colloquialisms, abbreviations, medical jargon, grammatical…