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Evaluation of structured data from electronic health records to identify clinical classification criteria attributes for systemic lupus erythematosus.
Walunas TL, Ghosh AS, Pacheco JA, Mitrovic V, Wu A, Jackson KL, Schusler R, Chung A, Erickson D, Mancera-Cuevas K, Luo Y, Kho AN, Ramsey-Goldman R. Walunas TL, et al. Among authors: luo y. Lupus Sci Med. 2021 Apr;8(1):e000488. doi: 10.1136/lupus-2021-000488. Lupus Sci Med. 2021. PMID: 33903204 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. Among authors: luo y. 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: luo y. Sci Rep. 2023 Jan 6;13(1):294. doi: 10.1038/s41598-023-27493-8. Sci Rep. 2023. PMID: 36609415 Free PMC article.
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