SAMHD1 is mutated recurrently in chronic lymphocytic leukemia and is involved in response to DNA damage R Clifford, T Louis, P Robbe, S Ackroyd, A Burns, AT Timbs, ... Blood, The Journal of the American Society of Hematology 123 (7), 1021-1031, 2014 | 261 | 2014 |
Improving the generation and selection of virtual populations in quantitative systems pharmacology models TR Rieger, RJ Allen, L Bystricky, Y Chen, GW Colopy, Y Cui, A Gonzalez, ... Progress in biophysics and molecular biology 139, 15-22, 2018 | 77 | 2018 |
Health informatics via machine learning for the clinical management of patients DA Clifton, KE Niehaus, P Charlton, GW Colopy Yearbook of medical informatics 24 (01), 38-43, 2015 | 59 | 2015 |
The efficacy and effectiveness of machine learning for weaning in mechanically ventilated patients at the intensive care unit: a systematic review MT Kwong, GW Colopy, AM Weber, A Ercole, JHM Bergmann Bio-Design and Manufacturing 2, 31-40, 2019 | 46 | 2019 |
Bayesian optimization of personalized models for patient vital-sign monitoring GW Colopy, SJ Roberts, DA Clifton IEEE journal of biomedical and health informatics 22 (2), 301-310, 2017 | 30 | 2017 |
Bayesian Gaussian processes for identifying the deteriorating patient GW Colopy, MAF Pimentel, SJ Roberts, DA Clifton 2016 38th Annual International Conference of the IEEE Engineering in …, 2016 | 20 | 2016 |
Gaussian processes for personalized interpretable volatility metrics in the step-down ward GW Colopy, SJ Roberts, DA Clifton IEEE Journal of Biomedical and Health Informatics 23 (3), 949-959, 2019 | 10 | 2019 |
Bayesian optimisation of Gaussian processes for identifying the deteriorating patient GW Colopy, MAF Pimentel, SJ Roberts, DA Clifton 2017 IEEE EMBS International Conference on Biomedical & Health Informatics …, 2017 | 10 | 2017 |
Likelihood-based artefact detection in continuously-acquired patient vital signs GW Colopy, T Zhu, L Clifton, SJ Roberts, DA Clifton 2017 39th Annual International Conference of the IEEE Engineering in …, 2017 | 6 | 2017 |
Clinical prediction models in Epidemiological studies: lessons from the application of Qrisk3 to UK Biobank data RE Parsons, GW Colopy, DA Clifton, L Clifton Journal of Data Science 20 (1), 2022 | 4 | 2022 |
Patient-specific physiological monitoring and prediction using structured Gaussian processes T Zhu, GW Colopy, C Macewen, K Niehaus, Y Yang, CW Pugh, DA Clifton IEEE Access 7, 58094-58103, 2019 | 4 | 2019 |
Welcome to the Philosophy of Data Science Section GW Colopy Journal of Data Science 19 (2), 173-177, 2021 | 2 | 2021 |
Identifying patient-specific trajectories in haemodialysis using bayesian hierarchical Gaussian processes T Zhu, GW Colopy, CW Pugh, DA Clifton 2018 IEEE EMBS International Conference on Biomedical & Health Informatics …, 2018 | 1 | 2018 |
Bayesian Gaussian processes for identifying the deteriorating patient G Colopy University of Oxford, 2018 | 1 | 2018 |
Even More Efficient Generation and Selection of Virtual Populations in Quantitative Systems Pharmacology Models TR Rieger, RJ Allen, L Bystricky, Y Chen, G Colopy, Y Cui, A Gonzalez, ... J Pharmacokinet Pharmacodyn 44, S115-S115, 2017 | 1 | 2017 |
State-space approximations to Gaussian processes for patient vital-sign monitoring in computationally-constrained clinical environments G Colopy, M Pimentel, S Roberts, D Clifton | 1 | 2016 |
System monitor and method of system monitoring to predict a future state of a system DA Clifton, GW Colopy, MAF Pimentel US Patent 11,580,432, 2023 | | 2023 |
Method and apparatus for monitoring a human or animal subject D Clifton, P Chris, ZHU Tingting, GW Colopy US Patent App. 16/977,491, 2020 | | 2020 |
Personalised patient monitoring in haemodialysis using hierarchical Gaussian processes T Zhu, G Colopy, C Pugh, D Clifton 39th Annual International Conference of the IEEE Engineering in Medicine and …, 2017 | | 2017 |
Sensing hypoglycaemia at an earlier stage using an integrated physiological multi-signal data fusion approach MJ Theodorakis, D Clifton, GW Colopy, J Jorge, A Dhere, C Ballav, ... Diabetic Medicine 34 (1), 62-63, 2017 | | 2017 |