Lionel Tarassenko

Proceedings of the Computing in Cardiology, CinC 2014, 2014

Robust Heart Rate Estimation from Noisy Phonocardiograms.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, CinC 2014, 2014

2013

A Large-Scale Clinical Validation of an Integrated Monitoring System in the Emergency Department.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2013

Gaussian Processes for Personalized e-Health Monitoring With Wearable Sensors.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2013

Modelling physiological deterioration in post-operative patient vital-sign data.

[BibT_eX]

[DOI]

Medical Biol. Eng. Comput., 2013

An Extreme Function Theory for Novelty Detection.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2013

Data fusion for estimating respiratory rate from a single-lead ECG.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2013

Gaussian process clustering for the functional characterisation of vital-sign trajectories.

[BibT_eX]

[DOI]

Marco A. F. Pimentel

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

The SMS-text adherence support (StAR) study: hardware and software infrastructure.

[BibT_eX]

[DOI]

Proceedings of the International conference on information and communication technologies and development, 2013

Performance of Early Warning Scoring Systems to Detect Patient Deterioration in the Emergency Department.

[BibT_eX]

[DOI]

Mauro D. Santos

Proceedings of the Foundations of Health Information Engineering and Systems, 2013

A Bayesian Patient-Based Model for Detecting Deterioration in Vital Signs Using Manual Observations.

[BibT_eX]

[DOI]

Sara Khalid

Proceedings of the Foundations of Health Information Engineering and Systems, 2013

Probabilistic estimation of respiratory rate using Gaussian processes.

[BibT_eX]

[DOI]

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012

A Two-Class Approach to the Detection of Physiological Deterioration in Patient Vital Signs, With Clinical Label Refinement.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Technol. Biomed., 2012

"Stroke Nav": A wireless data collection and review system to support stroke care delivery.

[BibT_eX]

[DOI]

Comput. Methods Programs Biomed., 2012

Review of T-wave morphology-based biomarkers of ventricular repolarisation using the surface electrocardiogram.

[BibT_eX]

[DOI]

Thomas Brennan

Biomed. Signal Process. Control., 2012

Machine learning and software engineering in health informatics.

[BibT_eX]

[DOI]

Proceedings of the First International Workshop on Realizing AI Synergies in Software Engineering, 2012

Gaussian process regression in vital-sign early warning systems.

[BibT_eX]

[DOI]

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Testing of Wearable Monitors in a Real-World Hospital Environment: What Lessons Can Be Learnt?

[BibT_eX]

[DOI]

Proceedings of the 2012 Ninth International Conference on Wearable and Implantable Body Sensor Networks, 2012

Vital-sign Data Fusion Models for Post-operative Patients.

[BibT_eX]

Proceedings of the BIOSIGNALS 2012, 2012

Probabilistic detection of vital sign abnormality with Gaussian process regression.

[BibT_eX]

[DOI]

David Wong

Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering, 2012

A method for assessing the reliability of heart rates obtained from ambulatory ECG.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering, 2012

2011

Novelty Detection with Multivariate Extreme Value Statistics.

[BibT_eX]

[DOI]

J. Signal Process. Syst., 2011

Pinning the tail on the distribution: A multivariate extension to the generalised Pareto distribution.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011

Novelty Detection for Identifying Deterioration in Emergency Department Patients.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2011, 2011

Identification of Patient Deterioration in Vital-Sign Data using One-Class Support Vector Machines.

[BibT_eX]

[DOI]

Proceedings of the Federated Conference on Computer Science and Information Systems, 2011

Mobile health for drug dose optimisation.

[BibT_eX]

[DOI]

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Optimising Classifiers for the Detection of Physiological Deterioration in Patient Vital-sign Data.

[BibT_eX]

Proceedings of the BIOSIGNALS 2011, 2011

2010

Probabilistic Patient Monitoring with Multivariate, Multimodal Extreme Value Theory.

[BibT_eX]

[DOI]

Proceedings of the Biomedical Engineering Systems and Technologies, 2010

Probabilistic Patient Monitoring using Extreme Value Theory - A Multivariate, Multimodal Methodology for Detecting Patient Deterioration.

[BibT_eX]

Proceedings of the BIOSIGNALS 2010, 2010

2008

Automated Novelty Detection in Industrial Systems.

[BibT_eX]

[DOI]

Proceedings of the Advances of Computational Intelligence in Industrial Systems, 2008

2007

Novelty Detection in Large-Vehicle Turbocharger Operation.

[BibT_eX]

[DOI]

Peter R. Bannister

Proceedings of the New Trends in Applied Artificial Intelligence, 2007

2006

Application of independent component analysis in removing artefacts from the electrocardiogram.

[BibT_eX]

[DOI]

Taigang He

Neural Comput. Appl., 2006

Learning Shape for Jet Engine Novelty Detection.

[BibT_eX]

[DOI]

Peter R. Bannister

Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

Application of an Intuitive Novelty Metric for Jet Engine Condition Monitoring.

[BibT_eX]

[DOI]

Peter R. Bannister

Proceedings of the Advances in Applied Artificial Intelligence, 2006

Detection of apnoeic and breathing activity through pole-zero analysis of the SpO<sub>2</sub> signal.

[BibT_eX]

[DOI]

Lisa Lazareck

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Detection of apnoeic and breathing activity through pole-zero analysis of the SpO2 signal.

[BibT_eX]

[DOI]

Lisa Lazareck

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2005

Quantifying errors in spectral estimates of HRV due to beat replacement and resampling.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2005

2004

Neural Network Analysis of the Mastoid EEG for the Assessment of Vigilance.

[BibT_eX]

[DOI]

Int. J. Hum. Comput. Interact., 2004

2003

Comparison of predictability of epileptic seizures by a linear and a nonlinear method.

[BibT_eX]

[DOI]

Patrick E. McSharry

Leonard A. Smith

IEEE Trans. Biomed. Eng., 2003

A dynamical model for generating synthetic electrocardiogram signals.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2003

Markov Models for Automated ECG Interval Analysis.

[BibT_eX]

[DOI]

Nicholas P. Hughes

Stephen J. Roberts

Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

2001

Detection of Ectopic Beats in the Electrocardiogram Using an Auto-Associative Neural Network.

[BibT_eX]

[DOI]

Neil W. Townsend

Neural Process. Lett., 2001

Analysis and simulation of a cascaded delta delta-sigma modulator.

[BibT_eX]

[DOI]

Dileepan Joseph

Steve Collins

Comput. Stand. Interfaces, 2001

2000

Novelty detection for the identification of abnormalities.

[BibT_eX]

[DOI]

Int. J. Syst. Sci., 2000

Support Vector Novelty Detection Applied to Jet Engine Vibration Spectra.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 13, 2000

1999

Estimations of error bounds for neural-network function approximators.

[BibT_eX]

[DOI]

Neil W. Townsend

IEEE Trans. Neural Networks, 1999

Neural Networks for Mobile Robot Localisation using Infra-Red Range Sensing.

[BibT_eX]

[DOI]

Neil W. Townsend

Neural Comput. Appl., 1999

A System for the Analysis of Jet Engine Vibration Data.

[BibT_eX]

[DOI]

Integr. Comput. Aided Eng., 1999

1998

Neural network models for breast cancer prognosis.

[BibT_eX]

[DOI]

Ruth M. Ripley

Adrian L. Harris

Neural Comput. Appl., 1998

1997

Analysis of dynamic MR breast images using a model of contrast enhancement.

[BibT_eX]

[DOI]

Medical Image Anal., 1997

1996

Neural Network Prediction of Relapse in Breast Cancer Patients.

[BibT_eX]

[DOI]

Neural Comput. Appl., 1996

Perturbation Techniques for on-Chip Learning with Analogue VLSI MLPs.

[BibT_eX]

[DOI]

Graham Cairns

J. Circuits Syst. Comput., 1996

1995

A design for a visual motion transducer.

[BibT_eX]

[DOI]

Andrew Blake

Gabriel Hamid

IEEE Trans. Robotics Autom., 1995

1994

A Probabilistic Resource Allocating Network for Novelty Detection.

[BibT_eX]

[DOI]

Stephen J. Roberts

Neural Comput., 1994

1993

Learning Pronunciation with the Visual Ear.

[BibT_eX]

[DOI]

Jake Reynolds

Neural Comput. Appl., 1993

On-Chip Learning With Analogue Vlsi Neural Networks.

[BibT_eX]

[DOI]

Jon Tombs

Graham Cairns

Int. J. Neural Syst., 1993

1992

Integrated pulse stream neural networks: results, issues, and pointers.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 1992

Spoken Letter Recognition with Neural Networks.

[BibT_eX]

[DOI]

Jake Reynolds

Int. J. Neural Syst., 1992

1991

Pulse-stream VLSI neural networks mixing analog and digital techniques.

[BibT_eX]

[DOI]

Alan F. Murray

Dante Del Corso

IEEE Trans. Neural Networks, 1991

Analogue computation of collision-free paths.

[BibT_eX]

[DOI]

A. Blake

Proceedings of the 1991 IEEE International Conference on Robotics and Automation, 1991

1990

Real-Time Autonomous Robot Navigation Using VLSI Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 3, 1990

1989

Tracking cataract by the "four-line" method.

[BibT_eX]

[DOI]

Keith J. Hanna

Image Vis. Comput., 1989

Pulse-Firing Neural Chips for Hundreds of Neurons.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 2, 1989

1988

Programmable Analog Pulse-Firing Neural Networks.

[BibT_eX]

[DOI]

Alister Hamilton

Alan F. Murray