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Developing a FHIR-based EHR phenotyping framework: A case study for identification of patients with obesity and multiple comorbidities from discharge summaries.
Hong N, Wen A, Stone DJ, Tsuji S, Kingsbury PR, Rasmussen LV, Pacheco JA, Adekkanattu P, Wang F, Luo Y, Pathak J, Liu H, Jiang G. Hong N, et al. Among authors: adekkanattu p. J Biomed Inform. 2019 Nov;99:103310. doi: 10.1016/j.jbi.2019.103310. Epub 2019 Oct 14. J Biomed Inform. 2019. PMID: 31622801 Free PMC article.
Design and validation of a FHIR-based EHR-driven phenotyping toolbox.
Brandt PS, Pacheco JA, Adekkanattu P, Sholle ET, Abedian S, Stone DJ, Knaack DM, Xu J, Xu Z, Peng Y, Benda NC, Wang F, Luo Y, Jiang G, Pathak J, Rasmussen LV. Brandt PS, et al. Among authors: adekkanattu p. J Am Med Inform Assoc. 2022 Aug 16;29(9):1449-1460. doi: 10.1093/jamia/ocac063. J Am Med Inform Assoc. 2022. PMID: 35799370 Free PMC article.
Prediction of left ventricular ejection fraction changes in heart failure patients using machine learning and electronic health records: a multi-site study.
Adekkanattu P, Rasmussen LV, Pacheco JA, Kabariti J, Stone DJ, Yu Y, Jiang G, Luo Y, Brandt PS, Xu Z, Vekaria V, Xu J, Wang F, Benda NC, Peng Y, Goyal P, Ahmad FS, Pathak J. Adekkanattu P, et al. Sci Rep. 2023 Jan 6;13(1):294. doi: 10.1038/s41598-023-27493-8. Sci Rep. 2023. PMID: 36609415 Free PMC article.
Comparing the effects of four common drug classes on the progression of mild cognitive impairment to dementia using electronic health records.
Xu J, Wang F, Zang C, Zhang H, Niotis K, Liberman AL, Stonnington CM, Ishii M, Adekkanattu P, Luo Y, Mao C, Rasmussen LV, Xu Z, Brandt P, Pacheco JA, Peng Y, Jiang G, Isaacson R, Pathak J. Xu J, et al. Among authors: adekkanattu p. Sci Rep. 2023 May 19;13(1):8102. doi: 10.1038/s41598-023-35258-6. Sci Rep. 2023. PMID: 37208478 Free PMC article.
27 results