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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.
Patient Trajectories Among Persons Hospitalized for COVID-19 : A Cohort Study.
Garibaldi BT, Fiksel J, Muschelli J, Robinson ML, Rouhizadeh M, Perin J, Schumock G, Nagy P, Gray JH, Malapati H, Ghobadi-Krueger M, Niessen TM, Kim BS, Hill PM, Ahmed MS, Dobkin ED, Blanding R, Abele J, Woods B, Harkness K, Thiemann DR, Bowring MG, Shah AB, Wang MC, Bandeen-Roche K, Rosen A, Zeger SL, Gupta A. Garibaldi BT, et al. Among authors: rouhizadeh m. Ann Intern Med. 2021 Jan;174(1):33-41. doi: 10.7326/M20-3905. Epub 2020 Sep 22. Ann Intern Med. 2021. PMID: 32960645 Free PMC article.
A Natural Language Processing Algorithm for Classifying Suicidal Behaviors in Alzheimer's Disease and Related Dementia Patients: Development and Validation Using Electronic Health Records Data.
Zandbiglari K, Hasanzadeh HR, Kotecha P, Sajdeya R, Goodin AJ, Jiao T, Adiba FI, Mardini MT, Bian J, Rouhizadeh M. Zandbiglari K, et al. Among authors: rouhizadeh m. medRxiv [Preprint]. 2023 Jul 24:2023.07.21.23292976. doi: 10.1101/2023.07.21.23292976. medRxiv. 2023. PMID: 37546764 Free PMC article. Preprint.
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.
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.
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.
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