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Page 1
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: sakhuja 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.
Derivation, External Validation and Clinical Implications of a deep learning approach for intracranial pressure estimation using non-cranial waveform measurements.
Gulamali F, Jayaraman P, Sawant AS, Desman J, Fox B, Chang A, Soong BY, Arivazaghan N, Reynolds AS, Duong SQ, Vaid A, Kovatch P, Freeman R, Hofer IS, Sakhuja A, Dangayach NS, Reich DS, Charney AW, Nadkarni GN. Gulamali F, et al. Among authors: sakhuja a. medRxiv [Preprint]. 2024 Jan 30:2024.01.30.24301974. doi: 10.1101/2024.01.30.24301974. medRxiv. 2024. PMID: 38352556 Free PMC article. Preprint.
Derivation, external and clinical validation of a deep learning approach for detecting intracranial hypertension.
Gulamali F, Jayaraman P, Sawant AS, Desman J, Fox B, Chang A, Soong BY, Arivazagan N, Reynolds AS, Duong SQ, Vaid A, Kovatch P, Freeman R, Hofer IS, Sakhuja A, Dangayach NS, Reich DS, Charney AW, Nadkarni GN. Gulamali F, et al. Among authors: sakhuja a. NPJ Digit Med. 2024 Sep 5;7(1):233. doi: 10.1038/s41746-024-01227-0. NPJ Digit Med. 2024. PMID: 39237755 Free PMC article.
Genome-Wide Polygenic Risk Score for CKD in Individuals with APOL1 High-Risk Genotypes.
Vy HMT, Coca SG, Sawant A, Sakhuja A, Gutierrez OM, Cooper R, Loos RJF, Horowitz CR, Do R, Nadkarni GN. Vy HMT, et al. Among authors: sakhuja a. Clin J Am Soc Nephrol. 2024 Mar 1;19(3):374-376. doi: 10.2215/CJN.0000000000000379. Epub 2023 Nov 14. Clin J Am Soc Nephrol. 2024. PMID: 37962879 No abstract available.
Effect of Tiered Implementation of Clinical Decision Support System for Acute Kidney Injury and Nephrotoxin Exposure in Cardiac Surgery Patients.
Justice CM 2nd, Nevin C, Neely RL, Dilcher B, Kovacic-Scherrer N, Carter-Templeton H, Ostrowski A, Krafcheck J, Smith G, McCarthy P, Pincavitch J, Kane-Gill S, Freeman R, Kellum JA, Kohli-Seth R, Nadkarni GN, Shawwa K, Sakhuja A. Justice CM 2nd, et al. Among authors: sakhuja a. Appl Clin Inform. 2025 Jan;16(1):1-10. doi: 10.1055/s-0044-1791822. Epub 2025 Jan 1. Appl Clin Inform. 2025. PMID: 39742871
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: sakhuja 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: sakhuja 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.
A Primer on Reinforcement Learning in Medicine for Clinicians.
Jayaraman P, Desman J, Sabounchi M, Nadkarni GN, Sakhuja A. Jayaraman P, et al. Among authors: sakhuja a. NPJ Digit Med. 2024 Nov 26;7(1):337. doi: 10.1038/s41746-024-01316-0. NPJ Digit Med. 2024. PMID: 39592855 Free PMC article. Review.
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: sakhuja a. 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.
106 results