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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: pathak j. 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
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: pathak j. 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.
The importance of social activity to risk of major depression in older adults.
Ryu E, Jenkins GD, Wang Y, Olfson M, Talati A, Lepow L, Coombes BJ, Charney AW, Glicksberg BS, Mann JJ, Weissman MM, Wickramaratne P, Pathak J, Biernacka JM. Ryu E, et al. Among authors: pathak j. Psychol Med. 2023 Apr;53(6):2634-2642. doi: 10.1017/S0033291721004566. Epub 2021 Nov 12. Psychol Med. 2023. PMID: 34763736 Free PMC article.
Social connectedness as a determinant of mental health: A scoping review.
Wickramaratne PJ, Yangchen T, Lepow L, Patra BG, Glicksburg B, Talati A, Adekkanattu P, Ryu E, Biernacka JM, Charney A, Mann JJ, Pathak J, Olfson M, Weissman MM. Wickramaratne PJ, et al. Among authors: pathak j. PLoS One. 2022 Oct 13;17(10):e0275004. doi: 10.1371/journal.pone.0275004. eCollection 2022. PLoS One. 2022. PMID: 36228007 Free PMC article. Review.
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: pathak j. 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.
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: pathak j. Psychiatry Res. 2024 Dec;342:116203. doi: 10.1016/j.psychres.2024.116203. Epub 2024 Sep 16. Psychiatry Res. 2024. PMID: 39321638
473 results