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Number of items: 10.
Engineering and Physical Sciences Research Council (EPSRC)
Shaikhina, Torgyn and Khovanova, N. A. (2017) Handling limited datasets with neural networks in medical applications : a small-data approach. Artificial Intelligence in Medicine, 75 . pp. 51-63. doi:10.1016/j.artmed.2016.12.003 ISSN 0933-3657.
Khovanova, N. A., Daga, Sunil, Shaikhina, Torgyn, Krishnan, Nithya, Jones, James, Zehnder, Daniel, Mitchell, Daniel A., Higgins, Rob, Briggs, David and Lowe, David Philip (2015) Subclass analysis of donor HLA-specific IgG in antibody-incompatible renal transplantation reveals a significant association of IgG4 with rejection and graft failure. Transplant International, 28 (12). pp. 1-11. doi:10.1111/tri.12648 ISSN 0934-0874.
Khovanova, N. A., Shaikhina, Torgyn and Mallick, Kajal (2014) Neural networks for analysis of trabecular bone in osteoarthritis. Bioinspired, Biomimetic and Nanobiomaterials . pp. 1-11. doi:10.1680/bbn.14.00006 ISSN 2045-9858.
Khovanov, I. A. and Khovanova, N. A. (2014) Numerical simulations versus theoretical predictions for a non-Gaussian noise induced escape problem in application to full counting statistics. Physical Review B (Condensed Matter and Materials Physics), Volume 89 (Number 8). Article number 085419. doi:10.1103/PhysRevB.89.085419 ISSN 1098-0121.
Shaikhina, Torgyn, Khovanova, N. A. and Mallick, Kajal (2014) Artificial neural networks in hard tissue engineering : another look at age-dependence of trabecular bone properties in osteoarthritis. In: International Conference on Biomedical and Health Informatics, Valencia, Spain, 1-4 Jun 2014. Published in: International Conference on Biomedical and Health Informatics (BHI), 2014 IEEE-EMBS pp. 622-625. doi:10.1109/BHI.2014.6864441
Khovanova, N. A., Khovanov, I. A., Sbano, L., Griffiths, Frances and Holt, Tim A. (2013) Characterisation of linear predictability and non-stationarity of subcutaneous glucose profiles. Computer Methods and Programs in Biomedicine, Volume 110 (Number 3). pp. 260-267. doi:10.1016/j.cmpb.2012.11.009 ISSN 0169-2607.
Khovanova, N. A. and Khovanov, I. A. (2011) The role of excitations statistic and nonlinearity in energy harvesting from random impulsive excitations. Applied Physics Letters, Vol.99 (No.14). Article: 144101144101. doi:10.1063/1.3647556 ISSN 0003-6951.
Khovanov, I. A., Khovanova, N. A., McClintock, P. V. E. and Stefanovska, A. (2009) Intrinsic dynamics of heart regulatory systems on short timescales : from experiment to modelling. Journal of Statistical Mechanics: Theory and Experiment, Vol.2009 (No.1). Article: P01016. doi:10.1088/1742-5468/2009/01/P01016 ISSN 1742-5468.
National Institute for Health Research (Great Britain) (NIHR)
Khovanova, N. A., Daga, Sunil, Shaikhina, Torgyn, Krishnan, Nithya, Jones, James, Zehnder, Daniel, Mitchell, Daniel A., Higgins, Rob, Briggs, David and Lowe, David Philip (2015) Subclass analysis of donor HLA-specific IgG in antibody-incompatible renal transplantation reveals a significant association of IgG4 with rejection and graft failure. Transplant International, 28 (12). pp. 1-11. doi:10.1111/tri.12648 ISSN 0934-0874.
Wellcome Trust (London, England)
Khovanov, I. A., Khovanova, N. A., McClintock, P. V. E. and Stefanovska, A. (2009) Intrinsic dynamics of heart regulatory systems on short timescales : from experiment to modelling. Journal of Statistical Mechanics: Theory and Experiment, Vol.2009 (No.1). Article: P01016. doi:10.1088/1742-5468/2009/01/P01016 ISSN 1742-5468.
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