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Potential pitfalls in the use of real-world data for studying long COVID.
Zhang HG, Honerlaw JP, Maripuri M, Samayamuthu MJ, Beaulieu-Jones BR, Baig HS, L'Yi S, Ho YL, Morris M, Panickan VA, Wang X, Weber GM, Liao KP, Visweswaran S, Tan BWQ, Yuan W, Gehlenborg N, Muralidhar S, Ramoni RB; Consortium for Clinical Characterization of COVID-19 by EHR (4CE); Kohane IS, Xia Z, Cho K, Cai T, Brat GA. Zhang HG, et al. Among authors: visweswaran s. Nat Med. 2023 May;29(5):1040-1043. doi: 10.1038/s41591-023-02274-y. Nat Med. 2023. PMID: 37055567 Free PMC article. No abstract available.
Conditional outlier detection for clinical alerting.
Hauskrecht M, Valko M, Batal I, Clermont G, Visweswaran S, Cooper GF. Hauskrecht M, et al. Among authors: visweswaran s. AMIA Annu Symp Proc. 2010 Nov 13;2010:286-90. AMIA Annu Symp Proc. 2010. PMID: 21346986 Free PMC article.
Outlier-based detection of unusual patient-management actions: An ICU study.
Hauskrecht M, Batal I, Hong C, Nguyen Q, Cooper GF, Visweswaran S, Clermont G. Hauskrecht M, et al. Among authors: visweswaran s. J Biomed Inform. 2016 Dec;64:211-221. doi: 10.1016/j.jbi.2016.10.002. Epub 2016 Oct 5. J Biomed Inform. 2016. PMID: 27720983 Free PMC article.
Using machine learning to selectively highlight patient information.
King AJ, Cooper GF, Clermont G, Hochheiser H, Hauskrecht M, Sittig DF, Visweswaran S. King AJ, et al. Among authors: visweswaran s. J Biomed Inform. 2019 Dec;100:103327. doi: 10.1016/j.jbi.2019.103327. Epub 2019 Oct 29. J Biomed Inform. 2019. PMID: 31676461 Free PMC article.
The National COVID Cohort Collaborative (N3C): Rationale, design, infrastructure, and deployment.
Haendel MA, Chute CG, Bennett TD, Eichmann DA, Guinney J, Kibbe WA, Payne PRO, Pfaff ER, Robinson PN, Saltz JH, Spratt H, Suver C, Wilbanks J, Wilcox AB, Williams AE, Wu C, Blacketer C, Bradford RL, Cimino JJ, Clark M, Colmenares EW, Francis PA, Gabriel D, Graves A, Hemadri R, Hong SS, Hripscak G, Jiao D, Klann JG, Kostka K, Lee AM, Lehmann HP, Lingrey L, Miller RT, Morris M, Murphy SN, Natarajan K, Palchuk MB, Sheikh U, Solbrig H, Visweswaran S, Walden A, Walters KM, Weber GM, Zhang XT, Zhu RL, Amor B, Girvin AT, Manna A, Qureshi N, Kurilla MG, Michael SG, Portilla LM, Rutter JL, Austin CP, Gersing KR; N3C Consortium. Haendel MA, et al. Among authors: visweswaran s. J Am Med Inform Assoc. 2021 Mar 1;28(3):427-443. doi: 10.1093/jamia/ocaa196. J Am Med Inform Assoc. 2021. PMID: 32805036 Free PMC article.
153 results