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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: perotte a. 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.
Exploiting time in electronic health record correlations.
Hripcsak G, Albers DJ, Perotte A. Hripcsak G, et al. Among authors: perotte a. J Am Med Inform Assoc. 2011 Dec;18 Suppl 1(Suppl 1):i109-15. doi: 10.1136/amiajnl-2011-000463. Epub 2011 Nov 23. J Am Med Inform Assoc. 2011. PMID: 22116643 Free PMC article.
A collaborative approach to developing an electronic health record phenotyping algorithm for drug-induced liver injury.
Overby CL, Pathak J, Gottesman O, Haerian K, Perotte A, Murphy S, Bruce K, Johnson S, Talwalkar J, Shen Y, Ellis S, Kullo I, Chute C, Friedman C, Bottinger E, Hripcsak G, Weng C. Overby CL, et al. Among authors: perotte a. J Am Med Inform Assoc. 2013 Dec;20(e2):e243-52. doi: 10.1136/amiajnl-2013-001930. Epub 2013 Jul 9. J Am Med Inform Assoc. 2013. PMID: 23837993 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. 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.
Parameterizing time in electronic health record studies.
Hripcsak G, Albers DJ, Perotte A. Hripcsak G, et al. Among authors: perotte a. J Am Med Inform Assoc. 2015 Jul;22(4):794-804. doi: 10.1093/jamia/ocu051. Epub 2015 Feb 26. J Am Med Inform Assoc. 2015. PMID: 25725004 Free PMC article.
Learning probabilistic phenotypes from heterogeneous EHR data.
Pivovarov R, Perotte AJ, Grave E, Angiolillo J, Wiggins CH, Elhadad N. Pivovarov R, et al. J Biomed Inform. 2015 Dec;58:156-165. doi: 10.1016/j.jbi.2015.10.001. Epub 2015 Oct 14. J Biomed Inform. 2015. PMID: 26464024 Free PMC article.
47 results