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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: soroush a. Appl Clin Inform. 2024 Nov 28. doi: 10.1055/a-2491-3872. Online ahead of print. Appl Clin Inform. 2024. PMID: 39608761
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: soroush a. 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.
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: soroush a. medRxiv [Preprint]. 2024 Oct 17:2024.10.15.24315526. doi: 10.1101/2024.10.15.24315526. medRxiv. 2024. PMID: 39484238 Free PMC article. Preprint.
183 results