2021

Eichenlaub, Manuel, Hattersley, John G., Gannon, Mary C., Nuttall, Frank Q. and Khovanova, Natasha (2021) Bayesian parameter estimation in the oral minimal model of glucose dynamics from non-fasting conditions using a new function of glucose appearance. Computer Methods and Programs in Biomedicine, 200 . 105911. doi:10.1016/j.cmpb.2020.105911 (In Press)

2020

(2020) C3d‐positive donor‐specific antibodies have a role in pretransplant risk stratification of cross‐match‐positive HLA‐incompatible renal transplantation : United Kingdom multicentre study. Transplant International, 33 (9). pp. 1128-1139. doi:10.1111/tri.13663

2019

Perry, Sean, Khovanova, N. A. and Khovanov, I. A. (2019) Physical fitness contributes to cardio-respiratory synchronization. In: 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Berlin, Germany, 23-27 Jul 2019. Published in: 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC pp. 4957-4960. ISSN 1558-4615. doi:10.1109/EMBC.2019.8857193

Eichenlaub, Manuel, Hattersley, John G. and Khovanova, N. A. (2019) A minimal model approach for the description of postprandial glucose responses from glucose sensor data in diabetes mellitus. In: 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Berlin, Germany, 23-27 Jul 2019. Published in: 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) pp. 265-268. ISBN 9781538613115. ISSN 1558-4615. doi:10.1109/EMBC.2019.8857195

Shaikhina, Torgyn, Lowe, David Philip, Daga, Sunil, Briggs, David, Higgins, Rob and Khovanova, N. A. (2019) Decision tree and random forest models for outcome prediction in antibody incompatible kidney transplantation. Biomedical Signal Processing and Control, 52 . pp. 456-462. doi:10.1016/j.bspc.2017.01.012

Perry, Sean, Khovanova, N. A. and Khovanov, Igor A. (2019) Control of heart rate through guided high-rate breathing. Scientific Reports, 9 (1). 1545 . doi:10.1038/s41598-018-38058-5

2018

Eichenlaub, Manuel, Khovanova, N. A. and Hattersley, John (2018) A model describing the multiphasic dynamics of mixed meal glucose responses in healthy subjects. In: Lhotska, L. and Sukupova, L. and Lacković , I. and Ibbott, G., (eds.) World Congress on Medical Physics and Biomedical Engineering 2018. IFMBE Proceedings, 68/1 . Singapore: Springer, pp. 577-581. ISBN 9789811090349

2017

Khovanov, Igor A. and Khovanova, N. A. (2017) Frequency response of an energy harvester to harmonic noise : towards stochastic frequency response of nonlinear systems. In: 2017 International Conference on Noise and Fluctuations (ICNF), Vilnius, Lithuania, 20-23 June 2017 ISBN 9781509027606. doi:10.1109/ICNF.2017.7985996

Shaikhina, Torgyn, Lowe, David Philip, Daga, Sunil, Briggs, David, Higgins, Rob and Khovanova, N. A. (2017) Data for Decision tree and random forest models for outcome prediction in antibody incompatible kidney transplantation. [Dataset]

Zhang, Yan, Briggs, David, Lowe, David Philip, Mitchell, Daniel A., Daga, Sunil, Krishnan, Nithya, Higgins, Rob and Khovanova, N. A. (2017) A new data-driven model for post-transplant antibody dynamics in high risk kidney transplantation. Mathematical Biosciences, 284 . pp. 3-11. doi:10.1016/j.mbs.2016.04.008

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

2016

Zhang, Yan, Briggs, David, Lowe, David Philip, Mitchell, Daniel A., Daga, Sunil, Krishnan, Nithya, Higgins, Rob and Khovanova, N. A. (2016) Data for A new data-driven model for post-transplant antibody dynamics in high risk kidney transplantation. [Dataset]

2015

Zhang, Yan, Holt, Tim A. and Khovanova, N. A. (2015) Data for A data driven nonlinear stochastic model for blood glucose dynamics. [Dataset]

Zhang, Yan, Lowe, David Philip, Briggs, David, Higgins, Rob and Khovanova, N. A. (2015) Novel data-driven stochastic model for antibody dynamics in kidney transplantation. IFAC-PapersOnLine, 48 (20). pp. 249-254. doi:10.1016/j.ifacol.2015.10.147

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

Zhang, Yan, Holt, Tim A. and Khovanova, N. A. (2015) A data driven nonlinear stochastic model for blood glucose dynamics. Computer Methods and Programs in Biomedicine, 125 . pp. 18-25. doi:10.1016/j.cmpb.2015.10.021

Shaikhina, Torgyn, Lowe, David Philip, Daga, Sunil, Briggs, David, Higgins, Rob and Khovanova, N. A. (2015) Machine learning for predictive modelling based on small data in biomedical engineering. IFAC-PapersOnLine, 48 (20). pp. 469-474. doi:10.1016/j.ifacol.2015.10.185

Lowe, David Philip, Daga, Sunil, Briggs, David, Khovanova, N. A., Mitchell, Daniel A., Higgins, Rob and Krishnan, N. (2015) Meeting report : 3rd international transplant conference: how much risk can you take? International Journal of Immunogenetics, Volume 42 (Number 2). pp. 59-68. doi:10.1111/iji.12184

Khovanova, N. A., Lowe, David Philip, Daga, Sunil, Shaikhina, Torgyn, Mitchell, Daniel A., Zehnder, Daniel, Briggs, David and Higgins, Rob (2015) Assessment of IgG subclass significance for early graft rejection and long-term survival in HLA-antibody incompatible renal transplantation : multivariate approach. In: 2015 American Transplant Congress, Philadelphia, USA, 2 - 6 May 2015. Published in: American Journal Transplant, 15 (Supplement 3). p. 338.

Shaikhina, Torgyn, Khovanova, N. A., Daga, Sunil, Krishnan, Nithya, Lowe, David Philip, Mitchell, Daniel A., Briggs, David and Higgins, Rob (2015) Decision trees for small data sets : prediction of acute antibody mediated rejection in early post-transplant period in antibody incompatible transplantation. In: Joint British Transplantation Society and Nederlandse Transplantatie Vereniging Congress, Bournemouth, UK, 11th - 13th Mar 2015

Khovanova, N. A., Lowe, David Philip, Daga, Sunil, Shaikhina, Torgyn, Krishnan, Nithya, Mitchell, Daniel A., Zehnder, Daniel, Briggs, David and Higgins, Rob (2015) IgG4 subclass associates with early graft rejection and decreased allograft survival times in antibody incompatible transplantation. In: Joint British Transplantation Society and Nederlandse Transplantatie Vereniging Congress, Bournemouth, UK, 11- 13 Mar 2015 (Unpublished)

Shaikhina, Torgyn, Khovanova, N. A., Daga, Sunil, Krishnan, Nithya, Lowe, David Philip, Mitchell, Daniel A., Briggs, David and Higgins, Rob (2015) Prediction of acute antibody mediated rejection in antibody incompatible renal transplantation using machine learning for wide data. In: 2015 American Transplant Congress, Philadelphia, USA, 2 - 6 May 2015. Published in: American Journal Transplant, 15 (Supplement 3). p. 1364.

2014

Khovanova, N. A., Khovanov, I. A. and Davletzhanova, Zarina (2014) Nonlinear energy harvesting from random narrow-band excitations. International Journal of Structural Stability and Dynamics, Volume 14 (Number 8). Article number 1440026. doi:10.1142/S0219455414400264

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

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

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

Shaikhina, Torgyn, Daga, Sunil, Krishnan, Nithya, Lowe, David Philip, Mitchell, Daniel A., Briggs, David, Higgins, Rob and Khovanova, N. A. (2014) Decision trees in renal transplantation : prediction of acute antibody mediated rejection in the early post-transplant period. In: Third International Transplantation conference : how much risk can you take (and what to do if it all goes pear shaped)., University of Warwick, UK, 31 Oct - 01 Nov 2014 (Unpublished)

Khovanova, N. A., Zhang, Yan and Holt, Tim A. (2014) Generalised stochastic model for characterisation of subcutaneous glucose time series. In: 2014 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), Valencia, Spain, 1-4 Jun 2014. Published in: 2014 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) pp. 484-487. doi:10.1109/BHI.2014.6864408

Zhang, Yan, Khovanova, N. A. and Holt, Tim A. (2014) Inference of stochastic nonlinear equations for characterisation and prediction of prandial blood glucose levels. In: 8th European Nonlinear Dynamics Conference (ENOC 2014), Vienna, Austria, 6-11 Jul 2014. Published in: ENOC 2014 : Proceedings of 8th European Nonlinear Dynamics Conference ISBN 9783200034334.

Khovanova, N. A., Lowe, David Philip, Daga, Sunil, Shaikhina, Torgyn, Krishnan, Nithya, Zehnder, Daniel, Briggs, David and Higgins, Rob (2014) Presence and levels of non-complement fixing IgG4 subclass associates with early graft rejection and decreased allograft survival times in antibody incompatible transplantation. In: Third International Transplantation conference : How much risk can you take and what to do if it all goes pear shaped., University of Warwick, UK, 31 Oct -1 Nov 2014 (Unpublished)

Coca, A. and Khovanova, N. A. (2014) Stochastic modelling of the behaviour of a kite in a wind tunnel. In: International Conference of Undergraduate Research, University of Warwick, UK, 23 Sep 2014 (Unpublished)

Zhang, Yan and Khovanova, N. A. (2014) A novel stochastic model of postprandial blood glucose time series. In: PGBiomed/ISC-2014: 8th IEEE EMBS International UK & Republic of Ireland Postgraduate Conference on Biomedical Engineering and Medical Physics., University of Warwick, UK, 15-17 July 2014

2013

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

2012

Lowe, David Philip, Khovanova, N. A., Zehnder, Daniel, Higgins, Rob and Briggs, D. (2012) Increased presence of complement fixing IgG isotypes and its association with acute rejection in antibody incompatible transplantation. In: The 23rd British Society for Histocompatibility and Immunogenetics Conference, Liverpool, U.K., May 28 - Jun 3, 2012. Published in: Tissue Antigens, Vol.79 (No.6). p. 505. ISSN 0001-2815. doi:10.1111/j.1399-0039.2012.01877.x

Khovanova, N. A. and Windelen, J. (2012) Minimal energy control of a nanoelectromechanical memory element. Applied Physics Letters, Vol.101 (No.2). 024104. doi:10.1063/1.4736566

2011

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

2009

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