| Deep learning for whole slide image analysis: an overview N Dimitriou, O Arandjelović, PD Caie Frontiers in medicine 6, 264, 2019 | 334 | 2019 |
| Comparison of methods for image-based profiling of cellular morphological responses to small-molecule treatment V Ljosa, PD Caie, R Ter Horst, KL Sokolnicki, EL Jenkins, S Daya, ... Journal of biomolecular screening 18 (10), 1321-1329, 2013 | 195 | 2013 |
| High-content phenotypic profiling of drug response signatures across distinct cancer cells PD Caie, RE Walls, A Ingleston-Orme, S Daya, T Houslay, R Eagle, ... Molecular cancer therapeutics 9 (6), 1913-1926, 2010 | 189 | 2010 |
| Automated analysis of lymphocytic infiltration, tumor budding, and their spatial relationship improves prognostic accuracy in colorectal cancer IP Nearchou, K Lillard, CG Gavriel, H Ueno, DJ Harrison, PD Caie Cancer immunology research 7 (4), 609-620, 2019 | 87 | 2019 |
| Precision medicine in digital pathology via image analysis and machine learning PD Caie, N Dimitriou, O Arandjelović Artificial Intelligence in Pathology, 233-257, 2025 | 73 | 2025 |
| Quantification of tumour budding, lymphatic vessel density and invasion through image analysis in colorectal cancer PD Caie, AK Turnbull, SM Farrington, A Oniscu, DJ Harrison Journal of translational medicine 12, 1-12, 2014 | 62 | 2014 |
| Automated tumour budding quantification by machine learning augments TNM staging in muscle-invasive bladder cancer prognosis N Brieu, CG Gavriel, IP Nearchou, DJ Harrison, G Schmidt, PD Caie Scientific reports 9 (1), 5174, 2019 | 59 | 2019 |
| Spatial immune profiling of the colorectal tumor microenvironment predicts good outcome in stage II patients IP Nearchou, BM Gwyther, ECT Georgiakakis, CG Gavriel, K Lillard, ... NPJ digital medicine 3 (1), 71, 2020 | 53 | 2020 |
| Colorectal cancer outcome prediction from H&E whole slide images using machine learning and automatically inferred phenotype profiles X Yue, N Dimitriou, O Arandjelovic arXiv preprint arXiv:1902.03582, 2019 | 53 | 2019 |
| A principled machine learning framework improves accuracy of stage II colorectal cancer prognosis N Dimitriou, O Arandjelović, DJ Harrison, PD Caie NPJ digital medicine 1 (1), 52, 2018 | 52 | 2018 |
| Novel internationally verified method reports desmoplastic reaction as the most significant prognostic feature for disease-specific survival in stage II colorectal cancer IP Nearchou, Y Kajiwara, S Mochizuki, DJ Harrison, PD Caie, H Ueno The American Journal of Surgical Pathology 43 (9), 1239-1248, 2019 | 47 | 2019 |
| Novel histopathologic feature identified through image analysis augments stage II colorectal cancer clinical reporting PD Caie, Y Zhou, AK Turnbull, A Oniscu, DJ Harrison Oncotarget 7 (28), 44381, 2016 | 31 | 2016 |
| Assessment of immunological features in muscle-invasive bladder cancer prognosis using ensemble learning CG Gavriel, N Dimitriou, N Brieu, IP Nearchou, O Arandjelović, G Schmidt, ... Cancers 13 (7), 1624, 2021 | 27 | 2021 |
| Domain adaptation-based augmentation for weakly supervised nuclei detection N Brieu, A Meier, A Kapil, R Schoenmeyer, CG Gavriel, PD Caie, ... arXiv preprint arXiv:1907.04681, 2019 | 26 | 2019 |
| Generative deep learning in digital pathology workflows D Morrison, D Harris-Birtill, PD Caie The American Journal of Pathology 191 (10), 1717-1723, 2021 | 20 | 2021 |
| A comparison of methods for studying the tumor microenvironment's spatial heterogeneity in digital pathology specimens IP Nearchou, DA Soutar, H Ueno, DJ Harrison, O Arandjelovic, PD Caie Journal of Pathology Informatics 12 (1), 6, 2021 | 20 | 2021 |
| Prognostic significance of mesothelin expression in colorectal cancer disclosed by area-specific four-point tissue microarrays T Shiraishi, E Shinto, IP Nearchou, H Tsuda, Y Kajiwara, T Einama, ... Virchows Archiv 477, 409-420, 2020 | 19 | 2020 |
| AZ20, a novel potent and selective inhibitor of ATR kinase with in vivo antitumour activity X Jacq, L Smith, E Brown, A Hughes, R Odedra, D Heathcote, J Barnes, ... Cancer Research 72 (8_Supplement), 1823-1823, 2012 | 18 | 2012 |
| Human tissue in systems medicine PD Caie, K Schuur, A Oniscu, P Mullen, PA Reynolds, DJ Harrison The FEBS journal 280 (23), 5949-5956, 2013 | 16 | 2013 |
| Automated detection and classification of desmoplastic reaction at the colorectal tumour front using deep learning IP Nearchou, H Ueno, Y Kajiwara, K Lillard, S Mochizuki, K Takeuchi, ... Cancers 13 (7), 1615, 2021 | 15 | 2021 |