Population Health Sciences

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Found 12 results

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Journal Article

Sholle ET, Pinheiro LC, Adekkanattu P, Davila MA, Johnson SB, Pathak J, Sinha S, Li C, Lubansky SA, Safford MM et al.. 2019. Underserved populations with missing race ethnicity data differ significantly from those with structured race/ethnicity documentation.. J Am Med Inform Assoc. 26(8-9):722-729.

Edwards TL, Giri A, Hellwege JN, Hartmann KE, Stewart EA, Jeff JM, Bray MJ, Pendergrass SA, Torstenson ES, Keaton JM et al.. 2019. A Trans-Ethnic Genome-Wide Association Study of Uterine Fibroids.. Front Genet. 10:511.

Deferio JJ, Breitinger S, Khullar D, Sheth A, Pathak J. 2019. Social determinants of health in mental health care and research: a case for greater inclusion.. J Am Med Inform Assoc. 26(8-9):895-899.

Chatterjee A, Banerjee S, Stein C, Kim M-H, DeFerio J, Pathak J. 2018. Risk Factors for Depression Among Civilians After the 9/11 World Trade Center Terrorist Attacks: A Systematic Review and Meta-Analysis.. PLoS Curr. 10

Adekkanattu P, Rasmussen LV, Pacheco JA, Kabariti J, Stone DJ, Yu Y, Jiang G, Luo Y, Brandt PS, Xu Z et al.. 2023. Prediction of left ventricular ejection fraction changes in heart failure patients using machine learning and electronic health records: a multi-site study.. Sci Rep. 13(1):294.

Yazdavar AHossein, Mahdavinejad MSaeid, Bajaj G, Romine W, Sheth A, Monadjemi AHassan, Thirunarayan K, Meddar JM, Myers A, Pathak J et al.. 2020. Multimodal mental health analysis in social media.. PLoS One. 15(4):e0226248.

Kim M-H, Banerjee S, Park SMin, Pathak J. 2016. Improving risk prediction for depression via Elastic Net regression - Results from Korea National Health Insurance Services Data.. AMIA Annu Symp Proc. 2016:1860-1869.

Xu Z, Chou J, Zhang XSheryl, Luo Y, Isakova T, Adekkanattu P, Ancker JS, Jiang G, Kiefer RC, Pacheco JA et al.. 2020. Identifying sub-phenotypes of acute kidney injury using structured and unstructured electronic health record data with memory networks.. J Biomed Inform. 102:103361.

Sharma H, Mao C, Zhang Y, Vatani H, Yao L, Zhong Y, Rasmussen L, Jiang G, Pathak J, Luo Y. 2019. Developing a portable natural language processing based phenotyping system.. BMC Med Inform Decis Mak. 19(Suppl 3):78.

Brandt PS, Pacheco JA, Adekkanattu P, Sholle ET, Abedian S, Stone DJ, Knaack DM, Xu J, Xu Z, Peng Y et al.. 2022. Design and validation of a FHIR-based EHR-driven phenotyping toolbox.. J Am Med Inform Assoc. 29(9):1449-1460.

Su C, Xu Z, Pathak J, Wang F. 2020. Deep learning in mental health outcome research: a scoping review.. Transl Psychiatry. 10(1):116.

Kim M-H, Banerjee S, Zhao Y, Wang F, Zhang Y, Zhu Y, DeFerio J, Evans L, Park SMin, Pathak J. 2018. 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.. J Biomed Inform. 87:88-95.