Zhang Y - Search Results

1

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. 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.

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: zhang y. 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

Association networks in a matched case-control design - Co-occurrence patterns of preexisting chronic medical conditions in patients with major depression versus their matched controls.

Kim MH, Banerjee S, Zhao Y, Wang F, Zhang Y, Zhu Y, DeFerio J, Evans L, Park SM, Pathak J. Kim MH, et al. Among authors: zhang y. J Biomed Inform. 2018 Nov;87:88-95. doi: 10.1016/j.jbi.2018.09.016. Epub 2018 Oct 6. J Biomed Inform. 2018. PMID: 30300713 Free PMC article.

4

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

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

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. 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: zhang y. 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

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. 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.

8

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: zhang y. 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.

9

Deep significance clustering: a novel approach for identifying risk-stratified and predictive patient subgroups.

Huang Y, Liu Y, Steel PAD, Axsom KM, Lee JR, Tummalapalli SL, Wang F, Pathak J, Subramanian L, Zhang Y. Huang Y, et al. Among authors: zhang y. J Am Med Inform Assoc. 2021 Nov 25;28(12):2641-2653. doi: 10.1093/jamia/ocab203. J Am Med Inform Assoc. 2021. PMID: 34571540 Free PMC article.

10

Clinician Acceptance of Order Sets for Pain Management: A Survey in Two Urban Hospitals.

Liu Y, Hao H, Sharma MM, Harris Y, Scofi J, Trepp R, Farmer B, Ancker JS, Zhang Y. Liu Y, et al. Among authors: zhang y. Appl Clin Inform. 2022 Mar;13(2):447-455. doi: 10.1055/s-0042-1745828. Epub 2022 Apr 27. Appl Clin Inform. 2022. PMID: 35477148 Free PMC article.

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