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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.
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.
COVID-19 TestNorm: A tool to normalize COVID-19 testing names to LOINC codes.
Dong X, Li J, Soysal E, Bian J, DuVall SL, Hanchrow E, Liu H, Lynch KE, Matheny M, Natarajan K, Ohno-Machado L, Pakhomov S, Reeves RM, Sitapati AM, Abhyankar S, Cullen T, Deckard J, Jiang X, Murphy R, Xu H. Dong X, et al. Among authors: natarajan k. J Am Med Inform Assoc. 2020 Jul 1;27(9):1437-1442. doi: 10.1093/jamia/ocaa145. J Am Med Inform Assoc. 2020. PMID: 32569358 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: natarajan k. 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.
The Prognostic Value of Electrocardiogram at Presentation to Emergency Department in Patients With COVID-19.
Elias P, Poterucha TJ, Jain SS, Sayer G, Raikhelkar J, Fried J, Clerkin K, Griffin J, DeFilippis EM, Gupta A, Lawlor M, Madhavan M, Rosenblum H, Roth ZB, Natarajan K, Hripcsak G, Perotte A, Wan EY, Saluja A, Dizon J, Ehlert F, Morrow JP, Yarmohammadi H, Kumaraiah D, Redfors B, Gavin N, Kirtane A, Rabbani L, Burkhoff D, Moses J, Schwartz A, Leon M, Uriel N. Elias P, et al. Among authors: natarajan k. Mayo Clin Proc. 2020 Oct;95(10):2099-2109. doi: 10.1016/j.mayocp.2020.07.028. Epub 2020 Aug 15. Mayo Clin Proc. 2020. PMID: 33012341 Free PMC article.
Impact of Deceased Donor Kidney Procurement Biopsy Technique on Histologic Accuracy.
Husain SA, Shah V, Alvarado Verduzco H, King KL, Brennan C, Batal I, Coley SM, Hall IE, Stokes MB, Dube GK, Crew RJ, Perotte A, Natarajan K, Carpenter D, Sandoval PR, Santoriello D, D'Agati V, Cohen DJ, Ratner L, Markowitz G, Mohan S. Husain SA, et al. Among authors: natarajan k. Kidney Int Rep. 2020 Aug 14;5(11):1906-1913. doi: 10.1016/j.ekir.2020.08.004. eCollection 2020 Nov. Kidney Int Rep. 2020. PMID: 33163711 Free PMC article.
High rate of renal recovery in survivors of COVID-19 associated acute renal failure requiring renal replacement therapy.
Stevens JS, King KL, Robbins-Juarez SY, Khairallah P, Toma K, Alvarado Verduzco H, Daniel E, Douglas D, Moses AA, Peleg Y, Starakiewicz P, Li MT, Kim DW, Yu K, Qian L, Shah VH, O'Donnell MR, Cummings MJ, Zucker J, Natarajan K, Perotte A, Tsapepas D, Krzysztof K, Dube G, Siddall E, Shirazian S, Nickolas TL, Rao MK, Barasch JM, Valeri AM, Radhakrishnan J, Gharavi AG, Husain SA, Mohan S. Stevens JS, et al. Among authors: natarajan k. PLoS One. 2020 Dec 28;15(12):e0244131. doi: 10.1371/journal.pone.0244131. eCollection 2020. PLoS One. 2020. PMID: 33370368 Free PMC article.
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.
760 results