| Decision tree and random forest models for outcome prediction in antibody incompatible kidney transplantation T Shaikhina, D Lowe, S Daga, D Briggs, R Higgins, N Khovanova Biomedical Signal Processing and Control 52, 456-462, 2019 | 353 | 2019 |
| Handling limited datasets with neural networks in medical applications: A small-data approach T Shaikhina, NA Khovanova Artificial intelligence in medicine 75, 51-63, 2017 | 278 | 2017 |
| Machine learning for predictive modelling based on small data in biomedical engineering T Shaikhina, D Lowe, S Daga, D Briggs, R Higgins, N Khovanova IFAC-PapersOnLine 48 (20), 469-474, 2015 | 111 | 2015 |
| Subclass analysis of donor HLA‐specific IgG in antibody‐incompatible renal transplantation reveals a significant association of IgG4 with rejection and graft failure N Khovanova, S Daga, T Shaikhina, N Krishnan, J Jones, D Zehnder, ... Transplant international 28 (12), 1405-1415, 2015 | 75 | 2015 |
| Neural networks for analysis of trabecular bone in osteoarthritis NA Khovanova, T Shaikhina, KK Mallick Bioinspired, Biomimetic and Nanobiomaterials 4 (1), 90-100, 2015 | 21 | 2015 |
| Artificial neural networks in hard tissue engineering: another look at age-dependence of trabecular bone properties in osteoarthritis T Shaikhina, NA Khovanova, KK Mallick IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI …, 2014 | 11 | 2014 |
| Effects of uncertainty on the quality of feature importance explanations T Shaikhina, U Bhatt, R Zhang, K Georgatzis, A Xiang, A Weller AAAI Workshop on Explainable Agency in Artificial Intelligence, 2021 | 9 | 2021 |
| Assessment of IgG subclass significance for early graft rejection and long-term survival in HLA-antibody incompatible renal transplantation: Multivariate approach NA Khovanova, DP Lowe, S Daga, T Shaikhina, DA Mitchell, D Zehnder, ... American Journal Transplant 15 (Supplement 3), 338, 2015 | 2 | 2015 |
| Prediction of acute antibody mediated rejection in antibody incompatible renal transplantation using machine learning for wide data T Shaikhina, NA Khovanova, S Daga, N Krishnan, DP Lowe, DA Mitchell, ... American Journal Transplant 15 (Supplement 3), 1364, 2015 | 1 | 2015 |
| Machine learning with limited information: risk stratification and predictive modelling for clinical applications. T Shaikhina University of Warwick, 2017 | | 2017 |
| Dataset to support article:'Decision tree and random forest models for outcome prediction in antibody incompatible kidney transplantation' T Shaikhina, DP Lowe, S Daga, D Briggs, R Higgins, NA Khovanova School of Engineering, University of Warwick, 2017 | | 2017 |
| Clinical relevance of pre-formed IgM HLA-donor specific antibodies (DSA) in HLA-incompatible kidney transplantation A Babu, A Andreou, M Porumb, T Shaikhina, D Briggs, N Krishnan, ... TRANSPLANTATION 100 (7), S835-S835, 2016 | | 2016 |
| Presence of day-14 post transplantation donor specific IgM antibody predicts poor graft survival in HLA-incompatible renal transplantation A Babu, A Andreou, M Porumb, T Shaikhina, D Briggs, N Krishnan, ... TRANSPLANTATION 100 (7), S834-S834, 2016 | | 2016 |
| Role of Preformed IgM Donor Human Leucocyte Antigen (HLA) Specific Antibodies in HLA Incompatible Renal Transplantation A Andreou, A Babu, T Barber, R Higgins, D Briggs, D Mitchell, ... AMERICAN JOURNAL OF TRANSPLANTATION 16, 704-704, 2016 | | 2016 |
| Decision trees for small data sets: prediction of acute antibody mediated rejection in early post-transplant period in antibody incompatible transplantation T Shaikhina, NA Khovanova, S Daga, N Krishnan, DP Lowe, DA Mitchell, ... | | 2015 |
| IgG4 subclass associates with early graft rejection and decreased allograft survival times in antibody incompatible transplantation NA Khovanova, DP Lowe, S Daga, T Shaikhina, N Krishnan, DA Mitchell, ... | | 2015 |
| Presence and levels of non-complement fixing IgG4 subclass associates with early graft rejection and decreased allograft survival times in antibody incompatible transplantation NA Khovanova, DP Lowe, S Daga, T Shaikhina, N Krishnan, D Zehnder, ... | | 2014 |
| Decision trees in renal transplantation: prediction of acute antibody mediated rejection in the early post-transplant period T Shaikhina, S Daga, N Krishnan, DP Lowe, DA Mitchell, D Briggs, ... | | 2014 |
| Neural networks as a prediction tool for small experimental datasets in biomedical engineering T Shaikhina, NA Khovanova | | |
