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Subphenotyping depression using machine learning and electronic health records.
Xu Z, Wang F, Adekkanattu P, Bose B, Vekaria V, Brandt P, Jiang G, Kiefer RC, Luo Y, Pacheco JA, Rasmussen LV, Xu J, Alexopoulos G, Pathak J. Xu Z, et al. Among authors: brandt p. Learn Health Syst. 2020 Aug 3;4(4):e10241. doi: 10.1002/lrh2.10241. eCollection 2020 Oct. Learn Health Syst. 2020. PMID: 33083540 Free PMC article.
Evaluating the Portability of an NLP System for Processing Echocardiograms: A Retrospective, Multi-site Observational Study.
Adekkanattu P, Jiang G, Luo Y, Kingsbury PR, Xu Z, Rasmussen LV, Pacheco JA, Kiefer RC, Stone DJ, Brandt PS, Yao L, Zhong Y, Deng Y, Wang F, Ancker JS, Campion TR, Pathak J. Adekkanattu P, et al. Among authors: brandt ps. AMIA Annu Symp Proc. 2020 Mar 4;2019:190-199. eCollection 2019. AMIA Annu Symp Proc. 2020. PMID: 32308812 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. 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.
Characterizing variability of electronic health record-driven phenotype definitions.
Brandt PS, Kho A, Luo Y, Pacheco JA, Walunas TL, Hakonarson H, Hripcsak G, Liu C, Shang N, Weng C, Walton N, Carrell DS, Crane PK, Larson EB, Chute CG, Kullo IJ, Carroll R, Denny J, Ramirez A, Wei WQ, Pathak J, Wiley LK, Richesson R, Starren JB, Rasmussen LV. Brandt PS, et al. J Am Med Inform Assoc. 2023 Feb 16;30(3):427-437. doi: 10.1093/jamia/ocac235. J Am Med Inform Assoc. 2023. PMID: 36474423 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. Among authors: brandt ps. Sci Rep. 2023 Jan 6;13(1):294. doi: 10.1038/s41598-023-27493-8. Sci Rep. 2023. PMID: 36609415 Free PMC article.
1,023 results