| Clinically applicable deep learning for diagnosis and referral in retinal disease J De Fauw, JR Ledsam, B Romera-Paredes, S Nikolov, N Tomasev, ... Nature medicine 24 (9), 1342-1350, 2018 | 2424 | 2018 |
| A clinically applicable approach to continuous prediction of future acute kidney injury N Tomašev, X Glorot, JW Rae, M Zielinski, H Askham, A Saraiva, ... Nature 572 (7767), 116-119, 2019 | 899 | 2019 |
| Microvascular disease and risk of cardiovascular events among individuals with type 2 diabetes: a population-level cohort study JRW Brownrigg, CO Hughes, D Burleigh, A Karthikesalingam, ... The lancet Diabetes & endocrinology 4 (7), 588-597, 2016 | 360 | 2016 |
| Deep learning to achieve clinically applicable segmentation of head and neck anatomy for radiotherapy S Nikolov, S Blackwell, A Zverovitch, R Mendes, M Livne, J De Fauw, ... arXiv preprint arXiv:1809.04430, 2018 | 355 | 2018 |
| Predicting conversion to wet age-related macular degeneration using deep learning J Yim, R Chopra, T Spitz, J Winkens, A Obika, C Kelly, H Askham, M Lukic, ... Nature Medicine 26 (6), 892-899, 2020 | 257 | 2020 |
| Large-scale visual speech recognition B Shillingford, Y Assael, MW Hoffman, T Paine, C Hughes, U Prabhu, ... arXiv preprint arXiv:1807.05162, 2018 | 200 | 2018 |
| Endovascular strategy or open repair for ruptured abdominal aortic aneurysm: one-year outcomes from the IMPROVE randomized trial IMPROVE Trial Investigators, IMPROVE Trial Investigators, B Braithwaite, ... European heart journal 36 (31), 2061-2069, 2015 | 166 | 2015 |
| The application of artificial intelligence for the diagnosis and treatment of liver diseases JC Ahn, A Connell, DA Simonetto, C Hughes, VH Shah Hepatology, 2020 | 150 | 2020 |
| Rapid advances in auto-segmentation of organs at risk and target volumes in head and neck cancer M Kosmin, J Ledsam, B Romera-Paredes, R Mendes, S Moinuddin, ... Radiotherapy and Oncology 135, 130-140, 2019 | 127 | 2019 |
| Peripheral neuropathy and the risk of cardiovascular events in type 2 diabetes mellitus JRW Brownrigg, S de Lusignan, A McGovern, C Hughes, MM Thompson, ... Heart 100 (23), 1837-1843, 2014 | 126 | 2014 |
| A method to assess adherence in inhaler use through analysis of acoustic recordings of inhaler events S D'Arcy, E MacHale, J Seheult, MS Holmes, C Hughes, I Sulaiman, ... PloS one 9 (6), e98701, 2014 | 101 | 2014 |
| The effect of aortic morphology on peri-operative mortality of ruptured abdominal aortic aneurysm IMPROVE Trial Investigators, IMPROVE Trial Investigators, A Anjum, ... European heart journal 36 (21), 1328-1334, 2015 | 81 | 2015 |
| Use of deep learning to develop continuous-risk models for adverse event prediction from electronic health records N Tomašev, N Harris, S Baur, A Mottram, X Glorot, JW Rae, M Zielinski, ... Nature Protocols 16 (6), 2765-2787, 2021 | 74 | 2021 |
| Influence of foot ulceration on cause-specific mortality in patients with diabetes mellitus JRW Brownrigg, M Griffin, CO Hughes, KG Jones, N Patel, MM Thompson, ... Journal of vascular surgery 60 (4), 982-986. e3, 2014 | 73 | 2014 |
| Automated analysis of retinal imaging using machine learning techniques for computer vision J De Fauw, P Keane, N Tomasev, D Visentin, G van den Driessche, ... F1000Research 5, 2016 | 63 | 2016 |
| A portable, low-cost system for posturography: a platform for longitudinal balance telemetry. B Hubbard, D Pothier, C Hughes, J Rutka Journal of otolaryngology-head & neck surgery= Le Journal d'oto-rhino …, 2012 | 47 | 2012 |
| A systematic review and meta-analysis of endovascular popliteal aneurysm repair using the Hemobahn/Viabahn stent-graft SR Patel, CO Hughes, KG Jones, PJE Holt, MM Thompson, RJ Hinchliffe, ... Journal of Endovascular Therapy 22 (3), 330-337, 2015 | 43 | 2015 |
| Evaluation of a digitally-enabled care pathway for acute kidney injury management in hospital emergency admissions A Connell, H Montgomery, P Martin, C Nightingale, O Sadeghi-Alavijeh, ... NPJ digital medicine 2 (1), 1-9, 2019 | 38 | 2019 |
| Endoscopic Vein Harvesting in Lower Extremity Arterial Bypass: A Systematic Review YA Jauhari, CO Hughes, SA Black, KG Jones, RJ Hinchliffe, ... European Journal of Vascular and Endovascular Surgery 47 (6), 621-639, 2014 | 33 | 2014 |
| Validation and Clinical Applicability of Whole-Volume Automated Segmentation of Optical Coherence Tomography in Retinal Disease Using Deep Learning M Wilson, R Chopra, MZ Wilson, C Cooper, P MacWilliams, Y Liu, ... JAMA ophthalmology, 2021 | 32 | 2021 |
Geraint ReesInstitute of Cognitive Neuroscience, University College LondonVerified email at ucl.ac.uk
