Automated LOINC Standardization Using Pre-trained Large Language Models

Tao Tu, Eric Loreaux, Emma Chesley, Ádám D. Lelkes, Paul Gamble, Mathias Bellaiche, Martin Seneviratne, Ming-Jun Chen. Automated LOINC Standardization Using Pre-trained Large Language Models. In Antonio Parziale, Monica Agrawal, Shalmali Joshi, Irene Y. Chen, Shengpu Tang, Luis Oala, Adarsh Subbaswamy, editors, Machine Learning for Health, ML4H 2022, 28 November 2022, New Orleans, Lousiana, USA & Virtual. Volume 193 of Proceedings of Machine Learning Research, pages 343-355, PMLR, 2022. [doi]

Abstract

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