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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: rouhizadeh m. J Biomed Inform. 2023 Jun;142:104343. doi: 10.1016/j.jbi.2023.104343. Epub 2023 Mar 17. J Biomed Inform. 2023. PMID: 36935011
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: rouhizadeh m. 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.
Classifying early infant feeding status from clinical notes using natural language processing and machine learning.
Lemas DJ, Du X, Rouhizadeh M, Lewis B, Frank S, Wright L, Spirache A, Gonzalez L, Cheves R, Magalhães M, Zapata R, Reddy R, Xu K, Parker L, Harle C, Young B, Louis-Jaques A, Zhang B, Thompson L, Hogan WR, Modave F. Lemas DJ, et al. Among authors: rouhizadeh m. Sci Rep. 2024 Apr 3;14(1):7831. doi: 10.1038/s41598-024-58299-x. Sci Rep. 2024. PMID: 38570569 Free PMC article.
Developing and validating a natural language processing algorithm to extract preoperative cannabis use status documentation from unstructured narrative clinical notes.
Sajdeya R, Mardini MT, Tighe PJ, Ison RL, Bai C, Jugl S, Hanzhi G, Zandbiglari K, Adiba FI, Winterstein AG, Pearson TA, Cook RL, Rouhizadeh M. Sajdeya R, et al. Among authors: rouhizadeh m. J Am Med Inform Assoc. 2023 Jul 19;30(8):1418-1428. doi: 10.1093/jamia/ocad080. J Am Med Inform Assoc. 2023. PMID: 37178155 Free PMC article.
Development and assessment of a natural language processing model to identify residential instability in electronic health records' unstructured data: a comparison of 3 integrated healthcare delivery systems.
Hatef E, Rouhizadeh M, Nau C, Xie F, Rouillard C, Abu-Nasser M, Padilla A, Lyons LJ, Kharrazi H, Weiner JP, Roblin D. Hatef E, et al. Among authors: rouhizadeh m. JAMIA Open. 2022 Feb 16;5(1):ooac006. doi: 10.1093/jamiaopen/ooac006. eCollection 2022 Apr. JAMIA Open. 2022. PMID: 35224458 Free PMC article.
Application of natural language processing to identify social needs from patient medical notes: development and assessment of a scalable, performant, and rule-based model in an integrated healthcare delivery system.
Gray GM, Zirikly A, Ahumada LM, Rouhizadeh M, Richards T, Kitchen C, Foroughmand I, Hatef E. Gray GM, et al. Among authors: rouhizadeh m. JAMIA Open. 2023 Oct 4;6(4):ooad085. doi: 10.1093/jamiaopen/ooad085. eCollection 2023 Dec. JAMIA Open. 2023. PMID: 37799347 Free PMC article.
24 results