most citedA Large Language Model Outperforms Other Computational Approaches to the High-Throughput Phenotyping of Physician Notes

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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…

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…