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Comparison of Prompt Engineering and Fine-Tuning Strategies in Large Language Models in the Classification of Clinical Notes.
Zhang X, Talukdar N, Vemulapalli S, Ahn S, Wang J, Meng H, Murtaza SMB, Leshchiner D, Dave AA, Joseph DF, Witteveen-Lane M, Chesla D, Zhou J, Chen B. Zhang X, et al. Among authors: witteveen lane m. medRxiv [Preprint]. 2024 Feb 8:2024.02.07.24302444. doi: 10.1101/2024.02.07.24302444. medRxiv. 2024. PMID: 38370673 Free PMC article. Preprint.
Influenza vaccine effectiveness against hospitalized SARS-CoV-2 infection.
Lee YC, Liu L, Yuan L, Risk M, Heinrich K, Witteveen-Lane M, Hayek S, Malosh R, Pop-Busui R, Jiang B, Shen C, Chesla D, Kennedy R, Xu S, Sims M, Homayouni R, Zhao L. Lee YC, et al. Among authors: witteveen lane m. medRxiv [Preprint]. 2023 Oct 31:2023.10.27.23297682. doi: 10.1101/2023.10.27.23297682. medRxiv. 2023. PMID: 37961376 Free PMC article. Preprint.
BGLM: big data-guided LOINC mapping with multi-language support.
Liu K, Witteveen-Lane M, Glicksberg BS, Kulkarni O, Shankar R, Chekalin E, Paithankar S, Yang J, Chesla D, Chen B. Liu K, et al. Among authors: witteveen lane m. JAMIA Open. 2022 Nov 25;5(4):ooac099. doi: 10.1093/jamiaopen/ooac099. eCollection 2022 Dec. JAMIA Open. 2022. PMID: 36448022 Free PMC article.