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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
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.
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.
Quantitative Sensory Testing - From bench to bedside.
Hughes S, Vollert J, Freeman R, Forstenpointner J. Hughes S, et al. Among authors: freeman r. Int Rev Neurobiol. 2024;179:67-90. doi: 10.1016/bs.irn.2024.10.011. Epub 2024 Nov 7. Int Rev Neurobiol. 2024. PMID: 39580222
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.
Behavioural responses of a trans-hemispheric migrant to climate oscillation.
Siddiqi-Davies K, Wynn J, Padget O, Lewin P, Gillies N, Morford J, Fisher-Reeves L, Jaggers P, Morgan G, Danielsen J, Kirk H, Fayet A, Shoji A, Bond S, Syposz M, Maurice L, Freeman R, Dean B, Boyle D, Guilford T. Siddiqi-Davies K, et al. Among authors: freeman r. Proc Biol Sci. 2024 Oct;291(2033):20241944. doi: 10.1098/rspb.2024.1944. Epub 2024 Oct 30. Proc Biol Sci. 2024. PMID: 39471858 Free PMC article.
Implementation of a peer-delivered opioid overdose response initiative in New York City emergency departments: Insight from multi-stakeholder qualitative interviews.
Goldberg LA, Chang TE, Freeman R, Welch AE, Jeffers A, Kepler KL, Chambless D, Wittman I, Cowan E, Shelley D, McNeely J, Doran KM. Goldberg LA, et al. Among authors: freeman r. J Subst Use Addict Treat. 2025 Jan;168:209542. doi: 10.1016/j.josat.2024.209542. Epub 2024 Oct 21. J Subst Use Addict Treat. 2025. PMID: 39442627
2,999 results