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Use of deep learning to develop continuous-risk models for adverse event prediction from electronic health records.
Tomašev N, Harris N, Baur S, Mottram A, Glorot X, Rae JW, Zielinski M, Askham H, Saraiva A, Magliulo V, Meyer C, Ravuri S, Protsyuk I, Connell A, Hughes CO, Karthikesalingam A, Cornebise J, Montgomery H, Rees G, Laing C, Baker CR, Osborne TF, Reeves R, Hassabis D, King D, Suleyman M, Back T, Nielson C, Seneviratne MG, Ledsam JR, Mohamed S. Tomašev N, et al. Among authors: nielson c. Nat Protoc. 2021 Jun;16(6):2765-2787. doi: 10.1038/s41596-021-00513-5. Epub 2021 May 5. Nat Protoc. 2021. PMID: 33953393
A clinically applicable approach to continuous prediction of future acute kidney injury.
Tomašev N, Glorot X, Rae JW, Zielinski M, Askham H, Saraiva A, Mottram A, Meyer C, Ravuri S, Protsyuk I, Connell A, Hughes CO, Karthikesalingam A, Cornebise J, Montgomery H, Rees G, Laing C, Baker CR, Peterson K, Reeves R, Hassabis D, King D, Suleyman M, Back T, Nielson C, Ledsam JR, Mohamed S. Tomašev N, et al. Among authors: nielson c. Nature. 2019 Aug;572(7767):116-119. doi: 10.1038/s41586-019-1390-1. Epub 2019 Jul 31. Nature. 2019. PMID: 31367026 Free PMC article.
Insights from advanced analytics at the Veterans Health Administration.
Fihn SD, Francis J, Clancy C, Nielson C, Nelson K, Rumsfeld J, Cullen T, Bates J, Graham GL. Fihn SD, et al. Among authors: nielson c. Health Aff (Millwood). 2014 Jul;33(7):1203-11. doi: 10.1377/hlthaff.2014.0054. Health Aff (Millwood). 2014. PMID: 25006147
Hemoglobin levels and coronary artery disease.
Chonchol M, Nielson C. Chonchol M, et al. Among authors: nielson c. Am Heart J. 2008 Mar;155(3):494-8. doi: 10.1016/j.ahj.2007.10.031. Am Heart J. 2008. PMID: 18294483
Does universal active MRSA surveillance influence anti-MRSA antibiotic use? A retrospective analysis of the treatment of patients admitted with suspicion of infection at Veterans Affairs Medical Centers between 2005 and 2010.
Jones M, Huttner B, Leecaster M, Huttner A, Damal K, Tanner W, Nielson C, Rubin MA, Goetz MB, Madaras-Kelly K, Samore MH. Jones M, et al. Among authors: nielson c. J Antimicrob Chemother. 2014 Dec;69(12):3401-8. doi: 10.1093/jac/dku299. Epub 2014 Aug 6. J Antimicrob Chemother. 2014. PMID: 25103488 Free PMC article.
247 results