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Number of items: 15.
Journal Article
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 ISSN 1746-8094.
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.
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 ISSN 2405-8963.
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.
Conference Item
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.
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., 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)
Shaikhina, Torgyn and Khovanova, N. A. Neural networks as a prediction tool for small experimental datasets in biomedical engineering. In: 9th Annual Workshop for Women in Machine Learning (WiML), Montreal, Canada, 8th Dec 2014
Thesis
Shaikhina, Torgyn (2017) Machine learning with limited information : risk stratification and predictive modelling for clinical applications. PhD thesis, University of Warwick.
Dataset
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]
This list was generated on Wed Apr 24 01:45:43 2024 BST.