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Clinical knowledge extraction via sparse embedding regression (KESER) with multi-center large scale electronic health record data.
NPJ Digit Med. 2021 Oct 27;4(1):151. doi: 10.1038/s41746-021-00519-z.
NPJ Digit Med. 2021.
PMID: 34707226
Free PMC article.
JSONize: A Scalable Machine Learning Pipeline to Model Medical Notes as Semi-structured Documents.
Rush EN, Danciu I, Ostrouchov G, Cho K, Mayer BW, Ho YL, Honerlaw J, Costa L, Linares F, Begoli E; VA Million Veteran Program.
Rush EN, et al. Among authors: ostrouchov g.
AMIA Jt Summits Transl Sci Proc. 2020 May 30;2020:533-541. eCollection 2020.
AMIA Jt Summits Transl Sci Proc. 2020.
PMID: 32477675
Free PMC article.
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Two methods to study inelastic neutron-scattering measurements based onωn(q) versusS(q,ω) applied to the magnetic open honeycomb lattice Tb2Ir3Ga9.
Fishman RS, Ostrouchov G, Ye F.
Fishman RS, et al. Among authors: ostrouchov g.
J Phys Condens Matter. 2022 Jan 26;34(13). doi: 10.1088/1361-648X/ac49c5.
J Phys Condens Matter. 2022.
PMID: 35008070
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Relative performance of mutual information estimation methods for quantifying the dependence among short and noisy data.
Khan S, Bandyopadhyay S, Ganguly AR, Saigal S, Erickson DJ 3rd, Protopopescu V, Ostrouchov G.
Khan S, et al. Among authors: ostrouchov g.
Phys Rev E Stat Nonlin Soft Matter Phys. 2007 Aug;76(2 Pt 2):026209. doi: 10.1103/PhysRevE.76.026209. Epub 2007 Aug 14.
Phys Rev E Stat Nonlin Soft Matter Phys. 2007.
PMID: 17930123
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An SVM-based algorithm for identification of photosynthesis-specific genome features.
Yu GX, Ostrouchov G, Geist A, Samatova NF.
Yu GX, et al. Among authors: ostrouchov g.
Proc IEEE Comput Soc Bioinform Conf. 2003;2:235-43.
Proc IEEE Comput Soc Bioinform Conf. 2003.
PMID: 16452798
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A method for estimating occupational radiation dose to individuals, using weekly dosimetry data.
Mitchell TJ, Ostrouchov G, Frome EL, Kerr GD.
Mitchell TJ, et al. Among authors: ostrouchov g.
Radiat Res. 1997 Feb;147(2):195-207.
Radiat Res. 1997.
PMID: 9008212
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On FastMap and the convex hull of multivariate data: toward fast and robust dimension reduction.
Ostrouchov G, Samatova NF.
Ostrouchov G, et al.
IEEE Trans Pattern Anal Mach Intell. 2005 Aug;27(8):1340-3. doi: 10.1109/TPAMI.2005.164.
IEEE Trans Pattern Anal Mach Intell. 2005.
PMID: 16119272
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ARCH: Large-scale Knowledge Graph via Aggregated Narrative Codified Health Records Analysis.
Gan Z, Zhou D, Rush E, Panickan VA, Ho YL, Ostrouchov G, Xu Z, Shen S, Xiong X, Greco KF, Hong C, Bonzel CL, Wen J, Costa L, Cai T, Begoli E, Xia Z, Gaziano JM, Liao KP, Cho K, Cai T, Lu J.
Gan Z, et al. Among authors: ostrouchov g.
medRxiv [Preprint]. 2023 May 21:2023.05.14.23289955. doi: 10.1101/2023.05.14.23289955.
medRxiv. 2023.
PMID: 37293026
Free PMC article.
Preprint.
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