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Page 1
Evaluation of the portability of computable phenotypes with natural language processing in the eMERGE network.
Pacheco JA, Rasmussen LV, Wiley K Jr, Person TN, Cronkite DJ, Sohn S, Murphy S, Gundelach JH, Gainer V, Castro VM, Liu C, Mentch F, Lingren T, Sundaresan AS, Eickelberg G, Willis V, Furmanchuk A, Patel R, Carrell DS, Deng Y, Walton N, Satterfield BA, Kullo IJ, Dikilitas O, Smith JC, Peterson JF, Shang N, Kiryluk K, Ni Y, Li Y, Nadkarni GN, Rosenthal EA, Walunas TL, Williams MS, Karlson EW, Linder JE, Luo Y, Weng C, Wei W. Pacheco JA, et al. Among authors: furmanchuk a. Sci Rep. 2023 Feb 3;13(1):1971. doi: 10.1038/s41598-023-27481-y. Sci Rep. 2023. PMID: 36737471 Free PMC article.
Detection of Personal and Family History of Suicidal Thoughts and Behaviors using Deep Learning and Natural Language Processing: A Multi-Site Study.
Adekkanattu P, Furmanchuk A, Wu Y, Pathak A, Patra BG, Bost S, Morrow D, Wang GH, Yang Y, Forrest NJ, Luo Y, Walunas TL, Jenny WL, Gelad W, Bian J, Bao Y, Weiner M, Oslin D, Pathak J. Adekkanattu P, et al. Among authors: furmanchuk a. Res Sq [Preprint]. 2024 Mar 11:rs.3.rs-4014472. doi: 10.21203/rs.3.rs-4014472/v1. Res Sq. 2024. PMID: 38559051 Free PMC article. Preprint.
Machine learning identification of patient clusters for cutaneous melanoma.
Thompson LJ, Furmanchuk A, Liszewski W, Kho A, West DP, Liebovitz DM, Nardone B, Gerami P. Thompson LJ, et al. Among authors: furmanchuk a. Ital J Dermatol Venerol. 2023 Oct;158(5):388-394. doi: 10.23736/S2784-8671.23.07631-4. Epub 2023 Sep 26. Ital J Dermatol Venerol. 2023. PMID: 37750845 Free article.
Effect of the Affordable Care Act on diabetes care at major health centers: newly detected diabetes and diabetes medication management.
Furmanchuk A, Liu M, Song X, Waitman LR, Meurer JR, Osinski K, Stoddard A, Chrischilles E, McClay JC, Cowell LG, Tachinardi U, Embi PJ, Mosa ASM, Mandhadi V, Shah RC, Garcia D, Angulo F, Patino A, Trick WE, Markossian TW, Rasmussen-Torvik LJ, Kho AN, Black BS. Furmanchuk A, et al. BMJ Open Diabetes Res Care. 2021 Dec;9(Suppl 1):e002205. doi: 10.1136/bmjdrc-2021-002205. BMJ Open Diabetes Res Care. 2021. PMID: 34933874 Free article. No abstract available.
Extracting social determinants of health from electronic health records using natural language processing: a systematic review.
Patra BG, Sharma MM, Vekaria V, Adekkanattu P, Patterson OV, Glicksberg B, Lepow LA, Ryu E, Biernacka JM, Furmanchuk A, George TJ, Hogan W, Wu Y, Yang X, Bian J, Weissman M, Wickramaratne P, Mann JJ, Olfson M, Campion TR, Weiner M, Pathak J. Patra BG, et al. Among authors: furmanchuk a. J Am Med Inform Assoc. 2021 Nov 25;28(12):2716-2727. doi: 10.1093/jamia/ocab170. J Am Med Inform Assoc. 2021. PMID: 34613399 Free PMC article.
Effect of the Affordable Care Act on diabetes care at major health centers: newly detected diabetes and diabetes medication management.
Furmanchuk A, Liu M, Song X, Waitman LR, Meurer JR, Osinski K, Stoddard A, Chrischilles E, McClay JC, Cowell LG, Tachinardi U, Embi PJ, Mosa ASM, Mandhadi V, Shah RC, Garcia D, Angulo F, Patino A, Trick WE, Markossian TW, Rasmussen-Torvik LJ, Kho AN, Black BS. Furmanchuk A, et al. BMJ Open Diabetes Res Care. 2021 Jun;9(1):e002205. doi: 10.1136/bmjdrc-2021-002205. BMJ Open Diabetes Res Care. 2021. PMID: 34187842 Free PMC article. No abstract available.
55 results