Pathak J - Search Results

1

Patient Perspectives on AI for Mental Health Care: Cross-Sectional Survey Study.

Benda N, Desai P, Reza Z, Zheng A, Kumar S, Harkins S, Hermann A, Zhang Y, Joly R, Kim J, Pathak J, Reading Turchioe M. Benda N, et al. Among authors: pathak j. JMIR Ment Health. 2024 Sep 18;11:e58462. doi: 10.2196/58462. JMIR Ment Health. 2024. PMID: 39293056 Free PMC article.

2

The potential value of social determinants of health in predicting health outcomes.

Ancker JS, Kim MH, Zhang Y, Zhang Y, Pathak J. Ancker JS, et al. Among authors: pathak j. J Am Med Inform Assoc. 2018 Aug 1;25(8):1109-1110. doi: 10.1093/jamia/ocy061. J Am Med Inform Assoc. 2018. PMID: 29878223 Free PMC article. No abstract available.

3

Using Electronic Health Records and Machine Learning to Predict Postpartum Depression.

Wang S, Pathak J, Zhang Y. Wang S, et al. Among authors: pathak j. Stud Health Technol Inform. 2019 Aug 21;264:888-892. doi: 10.3233/SHTI190351. Stud Health Technol Inform. 2019. PMID: 31438052

4

Deep learning in mental health outcome research: a scoping review.

Su C, Xu Z, Pathak J, Wang F. Su C, et al. Among authors: pathak j. Transl Psychiatry. 2020 Apr 22;10(1):116. doi: 10.1038/s41398-020-0780-3. Transl Psychiatry. 2020. PMID: 32532967 Free PMC article. Review.

5

Development and validation of a machine learning algorithm for predicting the risk of postpartum depression among pregnant women.

Zhang Y, Wang S, Hermann A, Joly R, Pathak J. Zhang Y, et al. Among authors: pathak j. J Affect Disord. 2021 Jan 15;279:1-8. doi: 10.1016/j.jad.2020.09.113. Epub 2020 Sep 30. J Affect Disord. 2021. PMID: 33035748 Free PMC article.

6

Data-driven discovery of probable Alzheimer's disease and related dementia subphenotypes using electronic health records.

Xu J, Wang F, Xu Z, Adekkanattu P, Brandt P, Jiang G, Kiefer RC, Luo Y, Mao C, Pacheco JA, Rasmussen LV, Zhang Y, Isaacson R, Pathak J. Xu J, et al. Among authors: pathak j. Learn Health Syst. 2020 Sep 10;4(4):e10246. doi: 10.1002/lrh2.10246. eCollection 2020 Oct. Learn Health Syst. 2020. PMID: 33083543 Free PMC article.

7

Correlates of Mental Health Symptoms Among US Adults During COVID-19, March-April 2020.

Reading Turchioe M, Grossman LV, Myers AC, Pathak J, Creber RM. Reading Turchioe M, et al. Among authors: pathak j. Public Health Rep. 2021 Jan/Feb;136(1):97-106. doi: 10.1177/0033354920970179. Epub 2020 Nov 19. Public Health Rep. 2021. PMID: 33211985 Free PMC article.

8

Using electronic health records for population health sciences: a case study to evaluate the associations between changes in left ventricular ejection fraction and the built environment.

Zhang Y, Tayarani M, Al'Aref SJ, Beecy AN, Liu Y, Sholle E, RoyChoudhury A, Axsom KM, Gao HO, Pathak J, Ancker JS. Zhang Y, et al. Among authors: pathak j. JAMIA Open. 2020 Oct 28;3(3):386-394. doi: 10.1093/jamiaopen/ooaa038. eCollection 2020 Oct. JAMIA Open. 2020. PMID: 33215073 Free PMC article.

9

Identifying urban built environment factors in pregnancy care and maternal mental health outcomes.

Zhang Y, Tayarani M, Wang S, Liu Y, Sharma M, Joly R, RoyChoudhury A, Hermann A, Gao OH, Pathak J. Zhang Y, et al. Among authors: pathak j. BMC Pregnancy Childbirth. 2021 Sep 4;21(1):599. doi: 10.1186/s12884-021-04056-1. BMC Pregnancy Childbirth. 2021. PMID: 34481472 Free PMC article.

10

Estimation of postpartum depression risk from electronic health records using machine learning.

Amit G, Girshovitz I, Marcus K, Zhang Y, Pathak J, Bar V, Akiva P. Amit G, et al. Among authors: pathak j. BMC Pregnancy Childbirth. 2021 Sep 17;21(1):630. doi: 10.1186/s12884-021-04087-8. BMC Pregnancy Childbirth. 2021. PMID: 34535116 Free PMC article.

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