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A Natural Language Processing Pipeline based on the Columbia-Suicide Severity Rating Scale.
Lepow LA, Adekkanattu P, Cusick M, Coon H, Fennessy B, O'Connell S, Pierce C, Rabbany J, Sharma M, Olfson M, Bakian A, Xiao Y, Mullins N, Nadkarni GN, Charney AW, Pathak J, Mann JJ. Lepow LA, et al. Among authors: pathak j. medRxiv [Preprint]. 2024 Dec 20:2024.12.19.24319352. doi: 10.1101/2024.12.19.24319352. medRxiv. 2024. PMID: 39763535 Free PMC article. Preprint.
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: pathak j. Psychol Med. 2023 Nov;53(15):7368-7374. doi: 10.1017/S0033291723000983. Epub 2023 May 5. Psychol Med. 2023. PMID: 38078748 Free PMC article.
A multisite comparison using electronic health records and natural language processing to identify the association between suicidality and hospital readmission amongst patients with eating disorders.
Cliffe C, Cusick M, Vellupillai S, Shear M, Downs J, Epstein S, Pathak J, Dutta R. Cliffe C, et al. Among authors: pathak j. Int J Eat Disord. 2023 Aug;56(8):1581-1592. doi: 10.1002/eat.23980. Epub 2023 May 16. Int J Eat Disord. 2023. PMID: 37194359 Free PMC article.
Identifying social determinants of health from clinical narratives: A study of performance, documentation ratio, and potential bias.
Yu Z, Peng C, Yang X, Dang C, Adekkanattu P, Gopal Patra B, Peng Y, Pathak J, Wilson DL, Chang CY, Lo-Ciganic WH, George TJ, Hogan WR, Guo Y, Bian J, Wu Y. Yu Z, et al. Among authors: pathak j. J Biomed Inform. 2024 May;153:104642. doi: 10.1016/j.jbi.2024.104642. Epub 2024 Apr 14. J Biomed Inform. 2024. PMID: 38621641 Free PMC article.
474 results