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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.
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.
Representing and utilizing clinical textual data for real world studies: An OHDSI approach.
Keloth VK, Banda JM, Gurley M, Heider PM, Kennedy G, Liu H, Liu F, Miller T, Natarajan K, V Patterson O, Peng Y, Raja K, Reeves RM, Rouhizadeh M, Shi J, Wang X, Wang Y, Wei WQ, Williams AE, Zhang R, Belenkaya R, Reich C, Blacketer C, Ryan P, Hripcsak G, Elhadad N, Xu H. Keloth VK, et al. Among authors: natarajan k. J Biomed Inform. 2023 Jun;142:104343. doi: 10.1016/j.jbi.2023.104343. Epub 2023 Mar 17. J Biomed Inform. 2023. PMID: 36935011
729 results