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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.
A risk identification model for detection of patients at risk of antidepressant discontinuation.
Zolnour A, Eldredge CE, Faiola A, Yaghoobzadeh Y, Khani M, Foy D, Topaz M, Kharrazi H, Fung KW, Fontelo P, Davoudi A, Tabaie A, Breitinger SA, Oesterle TS, Rouhizadeh M, Zonnor Z, Moen H, Patrick TB, Zolnoori M. Zolnour A, et al. Among authors: rouhizadeh m. Front Artif Intell. 2023 Aug 24;6:1229609. doi: 10.3389/frai.2023.1229609. eCollection 2023. Front Artif Intell. 2023. PMID: 37693012 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.
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.
Language impairment in adults with end-stage liver disease: application of natural language processing towards patient-generated health records.
Dickerson LK, Rouhizadeh M, Korotkaya Y, Bowring MG, Massie AB, McAdams-Demarco MA, Segev DL, Cannon A, Guerrerio AL, Chen PH, Philosophe BN, Mogul DB. Dickerson LK, et al. Among authors: rouhizadeh m. NPJ Digit Med. 2019 Nov 4;2:106. doi: 10.1038/s41746-019-0179-9. eCollection 2019. NPJ Digit Med. 2019. PMID: 31701020 Free PMC article.
24 results