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Disagreements in Medical Ethics Question Answering Between Large Language Models and Physicians.
Soffer S, Nesselroth D, Pragier K, Anteby R, Apakama D, Holmes E, Sawant AS, Abbott E, Lepow LA, Vasudev I, Lampert J, Gendler M, Horesh N, Efros O, Glicksberg BS, Freeman R, Reich DL, Charney AW, Nadkarni GN, Klang E. Soffer S, et al. Among authors: freeman r. Res Sq [Preprint]. 2024 Nov 15:rs.3.rs-5382879. doi: 10.21203/rs.3.rs-5382879/v1. Res Sq. 2024. PMID: 39606472 Free PMC article. Preprint.
A strategy for cost-effective large language model use at health system-scale.
Klang E, Apakama D, Abbott EE, Vaid A, Lampert J, Sakhuja A, Freeman R, Charney AW, Reich D, Kraft M, Nadkarni GN, Glicksberg BS. Klang E, et al. Among authors: freeman r. NPJ Digit Med. 2024 Nov 18;7(1):320. doi: 10.1038/s41746-024-01315-1. NPJ Digit Med. 2024. PMID: 39558090 Free PMC article.
Assessing Retrieval-Augmented Large Language Model Performance in Emergency Department ICD-10-CM Coding Compared to Human Coders.
Klang E, Tessler I, Apakama DU, Abbott E, Glicksberg BS, Arnold M, Moses A, Sakhuja A, Soroush A, Charney AW, Reich DL, McGreevy J, Gavin N, Carr B, Freeman R, Nadkarni GN. Klang E, et al. Among authors: freeman r. medRxiv [Preprint]. 2024 Oct 17:2024.10.15.24315526. doi: 10.1101/2024.10.15.24315526. medRxiv. 2024. PMID: 39484238 Free PMC article. Preprint.
Benchmarking Large Language Models for Extraction of International Classification of Diseases Codes from Clinical Documentation.
Simmons A, Takkavatakarn K, McDougal M, Dilcher B, Pincavitch J, Meadows L, Kauffman J, Klang E, Wig R, Smith G, Soroush A, Freeman R, Apakama DJ, Charney AW, Kohli-Seth R, Nadkarni GN, Sakhuja A. Simmons A, et al. Among authors: freeman r. medRxiv [Preprint]. 2024 Nov 23:2024.04.29.24306573. doi: 10.1101/2024.04.29.24306573. medRxiv. 2024. Update in: Appl Clin Inform. 2024 Nov 28. doi: 10.1055/a-2491-3872 PMID: 39606395 Free PMC article. Updated. Preprint.
Extracting International Classification of Diseases Codes from Clinical Documentation using Large Language Models.
Simmons A, Takkavatakarn K, McDougal M, Dilcher B, Pincavitch J, Meadows L, Kauffman J, Klang E, Wig R, Smith GS, Soroush A, Freeman R, Apakama D, Charney A, Kohli-Seth R, Nadkarni G, Sakhuja A. Simmons A, et al. Among authors: freeman r. Appl Clin Inform. 2024 Nov 28. doi: 10.1055/a-2491-3872. Online ahead of print. Appl Clin Inform. 2024. PMID: 39608761
3,003 results