| Neural architecture search without training J Mellor, J Turner, A Storkey, EJ Crowley International conference on machine learning, 7588-7598, 2021 | 359 | 2021 |
| Risks of and risk factors for COVID-19 disease in people with diabetes: a cohort study of the total population of Scotland SJ McGurnaghan, A Weir, J Bishop, S Kennedy, LAK Blackbourn, ... The lancet Diabetes & endocrinology 9 (2), 82-93, 2021 | 326 | 2021 |
| Thompson sampling in switching environments with Bayesian online change detection J Mellor, J Shapiro Artificial intelligence and statistics, 442-450, 2013 | 96 | 2013 |
| Randomised controlled trial of simvastatin treatment for autism in young children with neurofibromatosis type 1 (SANTA) S Stivaros, S Garg, M Tziraki, Y Cai, O Thomas, J Mellor, AA Morris, C Jim, ... Molecular autism 9, 1-13, 2018 | 76 | 2018 |
| Semisupervised Gaussian process for automated enzyme search J Mellor, I Grigoras, P Carbonell, JL Faulon ACS synthetic biology 5 (6), 518-528, 2016 | 68 | 2016 |
| Transmission FT-IR chemical imaging on glass substrates: applications in infrared spectral histopathology P Bassan, J Mellor, J Shapiro, KJ Williams, MP Lisanti, P Gardner Analytical chemistry 86 (3), 1648-1653, 2014 | 64 | 2014 |
| Public Health Scotland COVID-19 Health Protection Study Group; Scottish Diabetes Research Network Epidemiology Group. Risks of and risk factors for COVID-19 disease in people … SJ McGurnaghan, A Weir, J Bishop, S Kennedy, LAK Blackbourn, ... Lancet Diabetes Endocrinol 9 (2), 82-93, 2021 | 49 | 2021 |
| Can you detect early dementia from an email? A proof of principle study of daily computer use to detect cognitive and functional decline G Stringer, S Couth, LJE Brown, D Montaldi, A Gledson, J Mellor, ... International journal of geriatric psychiatry 33 (7), 867-874, 2018 | 35 | 2018 |
| The k-nearest neighbour ucb algorithm for multi-armed bandits with covariates H Reeve, J Mellor, G Brown Algorithmic Learning Theory, 725-752, 2018 | 29 | 2018 |
| Application of data mining to “big data” acquired in audiology: Principles and potential JC Mellor, MA Stone, J Keane Trends in hearing 22, 2331216518776817, 2018 | 28 | 2018 |
| Development and validation of a cardiovascular risk prediction model in type 1 diabetes SJ McGurnaghan, PM McKeigue, SH Read, S Franzen, AM Svensson, ... Diabetologia 64 (9), 2001-2011, 2021 | 25 | 2021 |
| Risks of and risk factors for COVID‑19 disease in people with diabetes: a cohort study of the total population of Scotland. Lancet Diabetes Endocrinol. 2021; 9 (2): 82–93 SJ McGurnaghan, A Weir, J Bishop, S Kennedy, LAK Blackbourn, ... Diabetes Res Clin Pract 167, 108354, 2020 | 24 | 2020 |
| Thompson sampling in switching environments with bayesian online change point detection J Mellor, J Shapiro arXiv preprint arXiv:1302.3721, 2013 | 22 | 2013 |
| Application of data mining to a large hearing-aid manufacturer’s dataset to identify possible benefits for clinicians, manufacturers, and users J Mellor, MA Stone, J Keane Trends in hearing 22, 2331216518773632, 2018 | 17 | 2018 |
| Combining mouse and keyboard events with higher level desktop actions to detect mild cognitive impairment A Gledson, D Asfiandy, J Mellor, TOF Ba-Dhfari, G Stringer, S Couth, ... 2016 IEEE International Conference on Healthcare Informatics (ICHI), 139-145, 2016 | 17 | 2016 |
| Rising rates and widening socioeconomic disparities in diabetic ketoacidosis in type 1 diabetes in Scotland: a nationwide retrospective cohort observational study JE O’Reilly, A Jeyam, TM Caparrotta, J Mellor, A Hohn, PM McKeigue, ... Diabetes Care 44 (9), 2010-2017, 2021 | 13 | 2021 |
| Combining data mining and text mining for detection of early stage dementia: the SAMS framework C Bull, D Asfiandy, A Gledson, J Mellor, S Couth, G Stringer, P Rayson, ... Press, Language Resources and Evaluation Conference, Portorož, Slovenia, 2016 | 12 | 2016 |
| Decision making using Thompson sampling J Mellor PQDT-UK & Ireland, 2014 | 12 | 2014 |
| Cohort profile: the Scottish Diabetes Research Network national diabetes cohort–a population-based cohort of people with diabetes in Scotland SJ McGurnaghan, LAK Blackbourn, TM Caparrotta, J Mellor, A Barnett, ... BMJ open 12 (10), e063046, 2022 | 11 | 2022 |
| Trajectory of COVID-19 epidemic in Europe M Colombo, J Mellor, HM Colhoun, MG M Gomes, PM McKeigue medRxiv, 2020.09. 26.20202267, 2020 | 11 | 2020 |
