Pathak J - Search Results

1

Automated classification of lay health articles using natural language processing: a case study on pregnancy health and postpartum depression.

Patra BG, Sun Z, Cheng Z, Kumar PKRJ, Altammami A, Liu Y, Joly R, Jedlicka C, Delgado D, Pathak J, Peng Y, Zhang Y. Patra BG, et al. Among authors: pathak j. Front Psychiatry. 2023 Nov 20;14:1258887. doi: 10.3389/fpsyt.2023.1258887. eCollection 2023. Front Psychiatry. 2023. PMID: 38053538 Free PMC article.

2

An NLP approach to identify SDoH-related circumstance and suicide crisis from death investigation narratives.

Wang S, Dang Y, Sun Z, Ding Y, Pathak J, Tao C, Xiao Y, Peng Y. Wang S, et al. Among authors: pathak j. J Am Med Inform Assoc. 2023 Jul 19;30(8):1408-1417. doi: 10.1093/jamia/ocad068. J Am Med Inform Assoc. 2023. PMID: 37040620 Free PMC article.

3

Women's perspectives on the use of artificial intelligence (AI)-based technologies in mental healthcare.

Reading Turchioe M, Harkins S, Desai P, Kumar S, Kim J, Hermann A, Joly R, Zhang Y, Pathak J, Benda NC. Reading Turchioe M, et al. Among authors: pathak j. JAMIA Open. 2023 Jul 8;6(3):ooad048. doi: 10.1093/jamiaopen/ooad048. eCollection 2023 Oct. JAMIA Open. 2023. PMID: 37425486 Free PMC article.

4

Association of opioid or other substance use disorders with health care use among patients with suicidal symptoms.

Vekaria V, Patra BG, Xi W, Murphy SM, Avery J, Olfson M, Pathak J. Vekaria V, et al. Among authors: pathak j. J Subst Use Addict Treat. 2024 Jan;156:209177. doi: 10.1016/j.josat.2023.209177. Epub 2023 Oct 9. J Subst Use Addict Treat. 2024. PMID: 37820869 Free PMC article.

5

Visualizing machine learning-based predictions of postpartum depression risk for lay audiences.

Desai PM, Harkins S, Rahman S, Kumar S, Hermann A, Joly R, Zhang Y, Pathak J, Kim J, D'Angelo D, Benda NC, Reading Turchioe M. Desai PM, et al. Among authors: pathak j. J Am Med Inform Assoc. 2024 Jan 18;31(2):289-297. doi: 10.1093/jamia/ocad198. J Am Med Inform Assoc. 2024. PMID: 37847667 Free PMC article.

6

Decoding Suicide Decedent Profiles and Signs of Suicidal Intent Using Latent Class Analysis.

Xiao Y, Bi K, Yip PS, Cerel J, Brown TT, Peng Y, Pathak J, Mann JJ. Xiao Y, et al. Among authors: pathak j. JAMA Psychiatry. 2024 Jun 1;81(6):595-605. doi: 10.1001/jamapsychiatry.2024.0171. JAMA Psychiatry. 2024. PMID: 38506817 Free PMC article.

7

Preparing for the bedside-optimizing a postpartum depression risk prediction model for clinical implementation in a health system.

Liu Y, Joly R, Reading Turchioe M, Benda N, Hermann A, Beecy A, Pathak J, Zhang Y. Liu Y, et al. Among authors: pathak j. J Am Med Inform Assoc. 2024 May 20;31(6):1258-1267. doi: 10.1093/jamia/ocae056. J Am Med Inform Assoc. 2024. PMID: 38531676 Free PMC article.

8

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.

9

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.

10

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.

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