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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
High Throughput Phenotyping of Physician Notes with Large Language and Hybrid NLP Models
Syed I. Munzir, Daniel B. Hier, Michael D. Carrithers
Deep phenotyping is the detailed description of patient signs and symptoms using concepts from an ontology. The deep phenotyping of the numerous physician notes in electronic healt…