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Extracting social support and social isolation information from clinical psychiatry notes: comparing a rule-based natural language processing system and a large language model.
Patra BG, Lepow LA, Kasi Reddy Jagadeesh Kumar P, Vekaria V, Sharma MM, Adekkanattu P, Fennessy B, Hynes G, Landi I, Sanchez-Ruiz JA, Ryu E, Biernacka JM, Nadkarni GN, Talati A, Weissman M, Olfson M, Mann JJ, Zhang Y, Charney AW, Pathak J. Patra BG, et al. Among authors: ryu e. J Am Med Inform Assoc. 2025 Jan 1;32(1):218-226. doi: 10.1093/jamia/ocae260. J Am Med Inform Assoc. 2025. PMID: 39423850
Biobanks and personalized medicine.
Olson JE, Bielinski SJ, Ryu E, Winkler EM, Takahashi PY, Pathak J, Cerhan JR. Olson JE, et al. Among authors: ryu e. Clin Genet. 2014 Jul;86(1):50-5. doi: 10.1111/cge.12370. Epub 2014 Mar 27. Clin Genet. 2014. PMID: 24588254 Free PMC article. Review.
Development of a bipolar disorder biobank: differential phenotyping for subsequent biomarker analyses.
Frye MA, McElroy SL, Fuentes M, Sutor B, Schak KM, Galardy CW, Palmer BA, Prieto ML, Kung S, Sola CL, Ryu E, Veldic M, Geske J, Cuellar-Barboza A, Seymour LR, Mori N, Crowe S, Rummans TA, Biernacka JM. Frye MA, et al. Among authors: ryu e. Int J Bipolar Disord. 2015 Dec;3(1):30. doi: 10.1186/s40345-015-0030-4. Epub 2015 Jun 24. Int J Bipolar Disord. 2015. PMID: 26105627 Free PMC article.
Comorbidity and healthcare utilization in patients with treatment resistant depression: A large-scale retrospective cohort analysis using electronic health records.
Adekkanattu P, Olfson M, Susser LC, Patra B, Vekaria V, Coombes BJ, Lepow L, Fennessy B, Charney A, Ryu E, Miller KD, Pan L, Yangchen T, Talati A, Wickramaratne P, Weissman M, Mann J, Biernacka JM, Pathak J. Adekkanattu P, et al. Among authors: ryu e. J Affect Disord. 2023 Mar 1;324:102-113. doi: 10.1016/j.jad.2022.12.044. Epub 2022 Dec 15. J Affect Disord. 2023. PMID: 36529406 Free PMC article.
The genetic contribution to the comorbidity of depression and anxiety: a multi-site electronic health records study of almost 178 000 people.
Coombes BJ, Landi I, Choi KW, Singh K, Fennessy B, Jenkins GD, Batzler A, Pendegraft R, Nunez NA, Gao YN, Ryu E, Wickramaratne P, Weissman MM; Regeneron Genetics Center; Pathak J, Mann JJ, Smoller JW, Davis LK, Olfson M, Charney AW, Biernacka JM. Coombes BJ, et al. Among authors: ryu e. Psychol Med. 2023 Nov;53(15):7368-7374. doi: 10.1017/S0033291723000983. Epub 2023 May 5. Psychol Med. 2023. PMID: 38078748 Free PMC article.
Clinical associations with treatment resistance in depression: An electronic health record study.
Coombes BJ, Sanchez-Ruiz JA, Fennessy B, Pazdernik VK, Adekkanattu P, Nuñez NA, Lepow L, Melhuish Beaupre LM, Ryu E, Talati A, Mann JJ, Weissman MM, Olfson M, Pathak J, Charney AW, Biernacka JM. Coombes BJ, et al. Among authors: ryu e. Psychiatry Res. 2024 Dec;342:116203. doi: 10.1016/j.psychres.2024.116203. Epub 2024 Sep 16. Psychiatry Res. 2024. PMID: 39321638
Correction: Social connectedness as a determinant of mental health: A scoping review.
Wickramaratne PJ, Yangchen T, Lepow L, Patra BG, Glicksberg BS, Talati A, Adekkanattu P, Ryu E, Biernacka JM, Charney A, Mann JJ, Pathak J, Olfson M, Weissman MM. Wickramaratne PJ, et al. Among authors: ryu e. PLoS One. 2024 Nov 15;19(11):e0314220. doi: 10.1371/journal.pone.0314220. eCollection 2024. PLoS One. 2024. PMID: 39546492 Free PMC article.
Association between history of psychosis and cardiovascular disease in bipolar disorder.
Prieto ML, McElroy SL, Hayes SN, Sutor B, Kung S, Bobo WV, Fuentes ME, Cuellar-Barboza AB, Crow S, Ösby U, Chauhan M, Westman J, Geske JR, Colby CL, Ryu E, Biernacka JM, Frye MA. Prieto ML, et al. Among authors: ryu e. Bipolar Disord. 2015 Aug;17(5):518-27. doi: 10.1111/bdi.12302. Epub 2015 Jun 9. Bipolar Disord. 2015. PMID: 26062406
443 results