David A. Clifton
David A. Clifton
Associate Professor, University of Oxford
Підтверджена електронна адреса в eng.ox.ac.uk - Домашня сторінка
A review of novelty detection
MAF Pimentel, DA Clifton, L Clifton, L Tarassenko
Signal Processing 99, 215-249, 2014
Encyclopedia of structural health monitoring
C Boller, FK Chang, Y Fujino, K Worden, DA Clifton, L Tarassenko
Wiley, 2009
Whole-genome sequencing for prediction of Mycobacterium tuberculosis drug susceptibility and resistance: a retrospective cohort study
TM Walker, TA Kohl, SV Omar, J Hedge, CDO Elias, P Bradley, Z Iqbal, ...
The Lancet infectious diseases 15 (10), 1193-1202, 2015
Non-contact video-based vital sign monitoring using ambient light and auto-regressive models
L Tarassenko, M Villarroel, A Guazzi, J Jorge, DA Clifton, C Pugh
Physiological measurement 35 (5), 807, 2014
Fusing continuous-valued medical labels using a Bayesian model
T Zhu, N Dunkley, J Behar, DA Clifton, GD Clifford
Annals of biomedical engineering 43 (12), 2892-2902, 2015
Wireless technology in disease management and medicine
GD Clifford, D Clifton
Annual review of medicine 63, 479-492, 2012
A fully automated algorithm for the determination of respiratory rate from the photoplethysmogram
PA Leonard, JG Douglas, NR Grubb, D Clifton, PS Addison, JN Watson
Journal of clinical monitoring and computing 20 (1), 33-36, 2006
Photoplethysmographic derivation of respiratory rate: a review of relevant physiology
DJ Meredith, D Clifton, P Charlton, J Brooks, CW Pugh, L Tarassenko
Journal of medical engineering & technology 36 (1), 1-7, 2012
Signal-quality indices for the electrocardiogram and photoplethysmogram: Derivation and applications to wireless monitoring
C Orphanidou, T Bonnici, P Charlton, D Clifton, D Vallance, L Tarassenko
IEEE journal of biomedical and health informatics 19 (3), 832-838, 2014
Machine learning and decision support in critical care
AEW Johnson, MM Ghassemi, S Nemati, KE Niehaus, DA Clifton, ...
Proceedings of the IEEE. Institute of Electrical and Electronics Engineers …, 2016
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
A multivariate timeseries modeling approach to severity of illness assessment and forecasting in ICU with sparse, heterogeneous clinical data
M Ghassemi, MAF Pimentel, T Naumann, T Brennan, DA Clifton, ...
Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
Method and apparatus for measuring breathing rate
L Tarassenko, S Fleming, D Clifton
US Patent App. 12/452,900, 2010
Measurement of respiratory rate from the photoplethysmogram in chest clinic patients
D Clifton, JG Douglas, PS Addison, JN Watson
Journal of clinical monitoring and computing 21 (1), 55-61, 2007
Centile-based early warning scores derived from statistical distributions of vital signs
L Tarassenko, DA Clifton, MR Pinsky, MT Hravnak, JR Woods, ...
Resuscitation 82 (8), 1013-1018, 2011
Novelty detection with multivariate extreme value statistics
DA Clifton, S Hugueny, L Tarassenko
Journal of signal processing systems 65 (3), 371-389, 2011
Identifying lineage effects when controlling for population structure improves power in bacterial association studies
SG Earle, CH Wu, J Charlesworth, N Stoesser, NC Gordon, TM Walker, ...
Nature microbiology 1 (5), 16041, 2016
An automated algorithm for determining respiratory rate by photoplethysmogram in children
PA Leonard, D Clifton, PS Addison, JN Watson, T Beattie
Acta paediatrica 95 (9), 1124-1128, 2006
An algorithm for the detection of individual breaths from the pulse oximeter waveform
P Leonard, NR Grubb, PS Addison, D Clifton, JN Watson
Journal of clinical monitoring and computing 18 (5-6), 309-312, 2004
A comparison of approaches to multivariate extreme value theory for novelty detection
DA Clifton, S Hugueny, L Tarassenko
Statistical Signal Processing, 2009. SSP'09. IEEE/SP 15th Workshop on, 13-16, 2009
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