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Development and validation of prediction models for mechanical ventilation, renal replacement therapy, and readmission in COVID-19 patients.
Rodriguez VA, Bhave S, Chen R, Pang C, Hripcsak G, Sengupta S, Elhadad N, Green R, Adelman J, Metitiri KS, Elias P, Groves H, Mohan S, Natarajan K, Perotte A. Rodriguez VA, et al. Among authors: natarajan k. J Am Med Inform Assoc. 2021 Jul 14;28(7):1480-1488. doi: 10.1093/jamia/ocab029. J Am Med Inform Assoc. 2021. PMID: 33706377 Free PMC article.
Diagnosis code assignment: models and evaluation metrics.
Perotte A, Pivovarov R, Natarajan K, Weiskopf N, Wood F, Elhadad N. Perotte A, et al. Among authors: natarajan k. J Am Med Inform Assoc. 2014 Mar-Apr;21(2):231-7. doi: 10.1136/amiajnl-2013-002159. Epub 2013 Dec 2. J Am Med Inform Assoc. 2014. PMID: 24296907 Free PMC article.
Deep Vision: Learning to Identify Renal Disease With Neural Networks.
Pavinkurve NP, Natarajan K, Perotte AJ. Pavinkurve NP, et al. Among authors: natarajan k. Kidney Int Rep. 2019 May 7;4(7):914-916. doi: 10.1016/j.ekir.2019.04.023. eCollection 2019 Jul. Kidney Int Rep. 2019. PMID: 31317112 Free PMC article. No abstract available.
Facilitating phenotype transfer using a common data model.
Hripcsak G, Shang N, Peissig PL, Rasmussen LV, Liu C, Benoit B, Carroll RJ, Carrell DS, Denny JC, Dikilitas O, Gainer VS, Howell KM, Klann JG, Kullo IJ, Lingren T, Mentch FD, Murphy SN, Natarajan K, Pacheco JA, Wei WQ, Wiley K, Weng C. Hripcsak G, et al. Among authors: natarajan k. J Biomed Inform. 2019 Aug;96:103253. doi: 10.1016/j.jbi.2019.103253. Epub 2019 Jul 17. J Biomed Inform. 2019. PMID: 31325501 Free PMC article.
The "All of Us" Research Program.
All of Us Research Program Investigators; Denny JC, Rutter JL, Goldstein DB, Philippakis A, Smoller JW, Jenkins G, Dishman E. All of Us Research Program Investigators, et al. N Engl J Med. 2019 Aug 15;381(7):668-676. doi: 10.1056/NEJMsr1809937. N Engl J Med. 2019. PMID: 31412182 Free PMC article.
Reproducibility of Deceased Donor Kidney Procurement Biopsies.
Husain SA, King KL, Batal I, Dube GK, Hall IE, Brennan C, Stokes MB, Crew RJ, Carpenter D, Alvarado Verduzco H, Rosen R, Coley S, Campenot E, Santoriello D, Perotte A, Natarajan K, D'Agati VD, Cohen DJ, Ratner LE, Markowitz G, Mohan S. Husain SA, et al. Among authors: natarajan k. Clin J Am Soc Nephrol. 2020 Feb 7;15(2):257-264. doi: 10.2215/CJN.09170819. Epub 2020 Jan 23. Clin J Am Soc Nephrol. 2020. PMID: 31974289 Free PMC article.
Characterization and clinical course of 1000 patients with coronavirus disease 2019 in New York: retrospective case series.
Argenziano MG, Bruce SL, Slater CL, Tiao JR, Baldwin MR, Barr RG, Chang BP, Chau KH, Choi JJ, Gavin N, Goyal P, Mills AM, Patel AA, Romney MS, Safford MM, Schluger NW, Sengupta S, Sobieszczyk ME, Zucker JE, Asadourian PA, Bell FM, Boyd R, Cohen MF, Colquhoun MI, Colville LA, de Jonge JH, Dershowitz LB, Dey SA, Eiseman KA, Girvin ZP, Goni DT, Harb AA, Herzik N, Householder S, Karaaslan LE, Lee H, Lieberman E, Ling A, Lu R, Shou AY, Sisti AC, Snow ZE, Sperring CP, Xiong Y, Zhou HW, Natarajan K, Hripcsak G, Chen R. Argenziano MG, et al. Among authors: natarajan k. BMJ. 2020 May 29;369:m1996. doi: 10.1136/bmj.m1996. BMJ. 2020. PMID: 32471884 Free PMC article.
727 results