Lei Clifton
Lei Clifton
Senior Medical Statistician, University of Oxford
Підтверджена електронна адреса в csm.ox.ac.uk - Домашня сторінка
НазваПосиланняРік
A review of novelty detection
MAF Pimentel, DA Clifton, L Clifton, L Tarassenko
Signal Processing 99, 215-249, 2014
6422014
Predictive monitoring of mobile patients by combining clinical observations with data from wearable sensors
L Clifton, DA Clifton, MAF Pimentel, PJ Watkinson, L Tarassenko
IEEE journal of biomedical and health informatics 18 (3), 722-730, 2013
1122013
Efficacy of cognitive behavioural therapy for sleep improvement in patients with persistent delusions and hallucinations (BEST): a prospective, assessor-blind, randomised …
D Freeman, F Waite, H Startup, E Myers, R Lister, J McInerney, AG Harvey, ...
The Lancet Psychiatry 2 (11), 975-983, 2015
992015
Multitask Gaussian processes for multivariate physiological time-series analysis
R Dürichen, MAF Pimentel, L Clifton, A Schweikard, DA Clifton
IEEE Transactions on Biomedical Engineering 62 (1), 314-322, 2014
782014
Gaussian processes for personalized e-health monitoring with wearable sensors
L Clifton, DA Clifton, MAF Pimentel, PJ Watkinson, L Tarassenko
IEEE Transactions on Biomedical Engineering 60 (1), 193-197, 2012
782012
Identification of patient deterioration in vital-sign data using one-class support vector machines
L Clifton, DA Clifton, PJ Watkinson, L Tarassenko
2011 federated conference on computer science and information systems …, 2011
562011
An extreme function theory for novelty detection
DA Clifton, L Clifton, S Hugueny, D Wong, L Tarassenko
IEEE Journal of Selected Topics in Signal Processing 7 (1), 28-37, 2012
372012
Probabilistic novelty detection with support vector machines
L Clifton, DA Clifton, Y Zhang, P Watkinson, L Tarassenko, H Yin
IEEE Transactions on Reliability 63 (2), 455-467, 2014
342014
‘Errors’ and omissions in paper-based early warning scores: the association with changes in vital signs—a database analysis
DA Clifton, L Clifton, DM Sandu, GB Smith, L Tarassenko, SA Vollam, ...
BMJ open 5 (7), e007376, 2015
322015
Automated novelty detection in industrial systems
DA Clifton, LA Clifton, PR Bannister, L Tarassenko
Advances of Computational Intelligence in Industrial Systems, 269-296, 2008
312008
Gaussian process regression in vital-sign early warning systems
L Clifton, DA Clifton, MAF Pimentel, PJ Watkinson, L Tarassenko
2012 Annual International Conference of the IEEE Engineering in Medicine and …, 2012
302012
Modelling physiological deterioration in post-operative patient vital-sign data
MAF Pimentel, DA Clifton, L Clifton, PJ Watkinson, L Tarassenko
Medical & biological engineering & computing 51 (8), 869-877, 2013
282013
A large-scale clinical validation of an integrated monitoring system in the emergency department
DA Clifton, D Wong, L Clifton, S Wilson, R Way, R Pullinger, L Tarassenko
IEEE journal of biomedical and health informatics 17 (4), 835-842, 2012
252012
Support vector machine in novelty detection for multi-channel combustion data
LA Clifton, H Yin, Y Zhang
International Symposium on Neural Networks, 836-843, 2006
212006
Impact of a web-based tool (WebCONSORT) to improve the reporting of randomised trials: results of a randomised controlled trial
S Hopewell, I Boutron, DG Altman, G Barbour, D Moher, V Montori, ...
BMC medicine 14 (1), 199, 2016
192016
Probabilistic estimation of respiratory rate using Gaussian processes
MAF Pimentel, DA Clifton, L Clifton, L Tarassenko
2013 35th annual international conference of the IEEE Engineering in …, 2013
172013
Extending the generalised Pareto distribution for novelty detection in high-dimensional spaces
DA Clifton, L Clifton, S Hugueny, L Tarassenko
Journal of signal processing systems 74 (3), 323-339, 2014
162014
A two-class approach to the detection of physiological deterioration in patient vital signs, with clinical label refinement
S Khalid, DA Clifton, L Clifton, L Tarassenko
IEEE transactions on information technology in biomedicine 16 (6), 1231-1238, 2012
152012
Multi-task Gaussian process models for biomedical applications
R Dürichen, MAF Pimentel, L Clifton, A Schweikard, DA Clifton
IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI …, 2014
122014
Comparing the efficacy of a mobile phone-based blood glucose management system with standard clinic care in women with gestational diabetes: Randomized controlled trial
L Mackillop, JE Hirst, KJ Bartlett, JS Birks, L Clifton, AJ Farmer, O Gibson, ...
JMIR mHealth and uHealth 6 (3), e71, 2018
112018
У даний момент система не може виконати операцію. Спробуйте пізніше.
Статті 1–20