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Forecasting adverse surgical events using self-supervised transfer learning for physiological signals.
NPJ Digit Med. 2021 Dec 8;4(1):167. doi: 10.1038/s41746-021-00536-y.
NPJ Digit Med. 2021.
PMID: 34880410
Free PMC article.
From Local Explanations to Global Understanding with Explainable AI for Trees.
Lundberg SM, Erion G, Chen H, DeGrave A, Prutkin JM, Nair B, Katz R, Himmelfarb J, Bansal N, Lee SI.
Lundberg SM, et al. Among authors: erion g.
Nat Mach Intell. 2020 Jan;2(1):56-67. doi: 10.1038/s42256-019-0138-9. Epub 2020 Jan 17.
Nat Mach Intell. 2020.
PMID: 32607472
Free PMC article.
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A cost-aware framework for the development of AI models for healthcare applications.
Erion G, Janizek JD, Hudelson C, Utarnachitt RB, McCoy AM, Sayre MR, White NJ, Lee SI.
Erion G, et al.
Nat Biomed Eng. 2022 Dec;6(12):1384-1398. doi: 10.1038/s41551-022-00872-8. Epub 2022 Apr 7.
Nat Biomed Eng. 2022.
PMID: 35393566
Free PMC article.
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Viral Genetic Linkage Analysis in the Presence of Missing Data.
Liu SH, Erion G, Novitsky V, De Gruttola V.
Liu SH, et al. Among authors: erion g.
PLoS One. 2015 Aug 24;10(8):e0135469. doi: 10.1371/journal.pone.0135469. eCollection 2015.
PLoS One. 2015.
PMID: 26301919
Free PMC article.
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