Global histone modifications in breast cancer correlate with tumor phenotypes, prognostic factors, and patient outcome SE Elsheikh, AR Green, EA Rakha, DG Powe, RA Ahmed, HM Collins, ... Cancer research 69 (9), 3802-3809, 2009 | 518 | 2009 |
A ‘non-parametric’version of the naive Bayes classifier D Soria, JM Garibaldi, F Ambrogi, EM Biganzoli, IO Ellis Knowledge-Based Systems 24 (6), 775-784, 2011 | 167 | 2011 |
Nottingham Prognostic Index Plus (NPI+): a modern clinical decision making tool in breast cancer EA Rakha, D Soria, AR Green, C Lemetre, DG Powe, CC Nolan, ... British journal of cancer 110 (7), 1688-1697, 2014 | 134 | 2014 |
Biology of primary breast cancer in older women treated by surgery: with correlation with long-term clinical outcome and comparison with their younger counterparts BM Syed, AR Green, EC Paish, D Soria, J Garibaldi, L Morgan, ... British journal of cancer 108 (5), 1042-1051, 2013 | 95 | 2013 |
p53 status identifies two subgroups of triple-negative breast cancers with distinct biological features E Biganzoli, D Coradini, F Ambrogi, JM Garibaldi, P Lisboa, D Soria, ... Japanese journal of clinical oncology 41 (2), 172-179, 2011 | 79 | 2011 |
MYC regulation of glutamine–proline regulatory axis is key in luminal B breast cancer ML Craze, H Cheung, N Jewa, NDM Coimbra, D Soria, R El-Ansari, ... British journal of cancer 118 (2), 258-265, 2018 | 78 | 2018 |
A comparison of three different methods for classification of breast cancer data D Soria, JM Garibaldi, E Biganzoli, IO Ellis 2008 Seventh International Conference on Machine Learning and Applications …, 2008 | 70 | 2008 |
A methodology to identify consensus classes from clustering algorithms applied to immunohistochemical data from breast cancer patients D Soria, JM Garibaldi, F Ambrogi, AR Green, D Powe, E Rakha, ... Computers in Biology and Medicine 40 (3), 318-330, 2010 | 69 | 2010 |
Identification of key clinical phenotypes of breast cancer using a reduced panel of protein biomarkers AR Green, DG Powe, EA Rakha, D Soria, C Lemetre, CC Nolan, ... British journal of cancer 109 (7), 1886-1894, 2013 | 57 | 2013 |
Characteristics of basal cytokeratin expression in breast cancer AT Alshareeda, D Soria, JM Garibaldi, E Rakha, C Nolan, IO Ellis, ... Breast cancer research and treatment 139, 23-37, 2013 | 53 | 2013 |
An end-to-end deep learning histochemical scoring system for breast cancer TMA J Liu, B Xu, C Zheng, Y Gong, J Garibaldi, D Soria, A Green, IO Ellis, ... IEEE transactions on medical imaging 38 (2), 617-628, 2018 | 50 | 2018 |
Development of a pre-operative scoring system for predicting risk of post-operative paediatric cerebellar mutism syndrome JF Liu, RA Dineen, S Avula, T Chambers, M Dutta, T Jaspan, ... British journal of neurosurgery 32 (1), 18-27, 2018 | 45 | 2018 |
Nottingham prognostic index plus: validation of a clinical decision making tool in breast cancer in an independent series AR Green, D Soria, J Stephen, DG Powe, CC Nolan, I Kunkler, J Thomas, ... The Journal of Pathology: Clinical Research 2 (1), 32-40, 2016 | 45 | 2016 |
Combining clustering and classification ensembles: A novel pipeline to identify breast cancer profiles U Agrawal, D Soria, C Wagner, J Garibaldi, IO Ellis, JMS Bartlett, ... Artificial Intelligence in Medicine 97, 27-37, 2019 | 44 | 2019 |
KI67 and DLX2 predict increased risk of metastasis formation in prostate cancer–a targeted molecular approach WJF Green, G Ball, G Hulman, C Johnson, G Van Schalwyk, HL Ratan, ... British journal of cancer 115 (2), 236, 2016 | 40 | 2016 |
Interpretability indices for hierarchical fuzzy systems TR Razak, JM Garibaldi, C Wagner, A Pourabdollah, D Soria 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-6, 2017 | 35 | 2017 |
A quantifier-based fuzzy classification system for breast cancer patients D Soria, JM Garibaldi, AR Green, DG Powe, CC Nolan, C Lemetre, ... Artificial intelligence in medicine 58 (3), 175-184, 2013 | 34 | 2013 |
Illness beliefs predict mortality in patients with diabetic foot ulcers K Vedhara, K Dawe, JNV Miles, MA Wetherell, N Cullum, C Dayan, ... PloS one 11 (4), e0153315, 2016 | 33 | 2016 |
Markers of progression in early-stage invasive breast cancer: a predictive immunohistochemical panel algorithm for distant recurrence risk stratification MA Aleskandarany, D Soria, AR Green, C Nolan, M Diez-Rodriguez, ... Breast cancer research and treatment 151, 325-333, 2015 | 33 | 2015 |
Toward a Framework for Capturing Interpretability of Hierarchical Fuzzy Systems—A Participatory Design Approach TR Razak, JM Garibaldi, C Wagner, A Pourabdollah, D Soria IEEE Transactions on Fuzzy Systems 29 (5), 1160-1172, 2020 | 32 | 2020 |