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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.
Deep learning for identifying personal and family history of suicidal thoughts and behaviors from EHRs.
Adekkanattu P, Furmanchuk A, Wu Y, Pathak A, Patra BG, Bost S, Morrow D, Wang GH, Yang Y, Forrest NJ, Luo Y, Walunas TL, Lo-Ciganic W, Gelad W, Bian J, Bao Y, Weiner M, Oslin D, Pathak J. Adekkanattu P, et al. Among authors: pathak j, pathak a. NPJ Digit Med. 2024 Sep 28;7(1):260. doi: 10.1038/s41746-024-01266-7. NPJ Digit Med. 2024. PMID: 39341983 Free PMC article.
Analyzing Social Factors to Enhance Suicide Prevention Across Population Groups.
Xu RL, Wang S, Wang Z, Zhang Y, Xiao Y, Pathak J, Hodge D, Leng Y, Watkins SC, Ding Y, Peng Y. Xu RL, et al. Among authors: pathak j. Proc (IEEE Int Conf Healthc Inform). 2024 Jun;2024:189-199. doi: 10.1109/ichi61247.2024.00032. Epub 2024 Aug 22. Proc (IEEE Int Conf Healthc Inform). 2024. PMID: 39372906 Free PMC article.
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.
474 results