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Ensemble pretrained language models to extract biomedical knowledge from literature.
Li Z, Wei Q, Huang LC, Li J, Hu Y, Chuang YS, He J, Das A, Keloth VK, Yang Y, Diala CS, Roberts KE, Tao C, Jiang X, Zheng WJ, Xu H. Li Z, et al. Among authors: xu h. J Am Med Inform Assoc. 2024 Mar 23:ocae061. doi: 10.1093/jamia/ocae061. Online ahead of print. J Am Med Inform Assoc. 2024. PMID: 38520725
Prompt Tuning in Biomedical Relation Extraction.
He J, Li F, Li J, Hu X, Nian Y, Xiang Y, Wang J, Wei Q, Li Y, Xu H, Tao C. He J, et al. Among authors: xu h. J Healthc Inform Res. 2024 Feb 29;8(2):206-224. doi: 10.1007/s41666-024-00162-9. eCollection 2024 Jun. J Healthc Inform Res. 2024. PMID: 38681754
Representing and utilizing clinical textual data for real world studies: An OHDSI approach.
Keloth VK, Banda JM, Gurley M, Heider PM, Kennedy G, Liu H, Liu F, Miller T, Natarajan K, V Patterson O, Peng Y, Raja K, Reeves RM, Rouhizadeh M, Shi J, Wang X, Wang Y, Wei WQ, Williams AE, Zhang R, Belenkaya R, Reich C, Blacketer C, Ryan P, Hripcsak G, Elhadad N, Xu H. Keloth VK, et al. Among authors: xu h. J Biomed Inform. 2023 Jun;142:104343. doi: 10.1016/j.jbi.2023.104343. Epub 2023 Mar 17. J Biomed Inform. 2023. PMID: 36935011 Free PMC article.
An open natural language processing (NLP) framework for EHR-based clinical research: a case demonstration using the National COVID Cohort Collaborative (N3C).
Liu S, Wen A, Wang L, He H, Fu S, Miller R, Williams A, Harris D, Kavuluru R, Liu M, Abu-El-Rub N, Schutte D, Zhang R, Rouhizadeh M, Osborne JD, He Y, Topaloglu U, Hong SS, Saltz JH, Schaffter T, Pfaff E, Chute CG, Duong T, Haendel MA, Fuentes R, Szolovits P, Xu H, Liu H. Liu S, et al. Among authors: xu h. J Am Med Inform Assoc. 2023 Nov 17;30(12):2036-2040. doi: 10.1093/jamia/ocad134. J Am Med Inform Assoc. 2023. PMID: 37555837 Free PMC article.
42,408 results
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