Programmable Analog Pulse-Firing Neural Networks. - Alister Hamilton; Alan F. Murray; Lionel Tarassenko (NIPS, 1988)

Pulse-Firing Neural Chips for Hundreds of Neurons. - Michael Brownlow; Lionel Tarassenko; Alan F. Murray; Alister Hamilton; Il Song Han; H. Martin Reekie (NIPS, 1989)

Tracking cataract by the "four-line" method. - Keith J. Hanna; Lionel Tarassenko (Image Vis. Comput., 1989)

Real-Time Autonomous Robot Navigation Using VLSI Neural Networks. - Lionel Tarassenko; Michael Brownlow; Gillian Marshall; Jan Tombs; Alan F. Murray (NIPS, 1990)

Analogue computation of collision-free paths. - Lionel Tarassenko; A. Blake (ICRA, 1991)

Pulse-stream VLSI neural networks mixing analog and digital techniques. - Alan F. Murray; Dante Del Corso; Lionel Tarassenko (IEEE Trans. Neural Networks, 1991)

Spoken Letter Recognition with Neural Networks. - Jake Reynolds; Lionel Tarassenko (Int. J. Neural Syst., 1992)

Integrated pulse stream neural networks: results, issues, and pointers. - Alister Hamilton; Alan F. Murray; Donald J. Baxter; Stephen Churcher; H. Martin Reekie; Lionel Tarassenko (IEEE Trans. Neural Networks, 1992)

On-Chip Learning With Analogue Vlsi Neural Networks. - Lionel Tarassenko; Jon Tombs; Graham Cairns (Int. J. Neural Syst., 1993)

Learning Pronunciation with the Visual Ear. - Jake Reynolds; Lionel Tarassenko (Neural Comput. Appl., 1993)

A Probabilistic Resource Allocating Network for Novelty Detection. - Stephen J. Roberts; Lionel Tarassenko (Neural Comput., 1994)

A design for a visual motion transducer. - Andrew Blake 001; Gabriel Hamid; Lionel Tarassenko (IEEE Trans. Robotics Autom., 1995)

Perturbation Techniques for on-Chip Learning with Analogue VLSI MLPs. - Graham Cairns; Lionel Tarassenko (J. Circuits Syst. Comput., 1996)

Neural Network Prediction of Relapse in Breast Cancer Patients. - Lionel Tarassenko; R. M. Whitehouse; Giampietro Gasparini; Adrian L. Harris (Neural Comput. Appl., 1996)

Analysis of dynamic MR breast images using a model of contrast enhancement. - Paul M. Hayton; Michael Brady 001; Lionel Tarassenko; Niall Moore (Medical Image Anal., 1997)

Neural network models for breast cancer prognosis. - Ruth M. Ripley; Adrian L. Harris; Lionel Tarassenko (Neural Comput. Appl., 1998)

A System for the Analysis of Jet Engine Vibration Data. - Alexandre Nairac; Neil W. Townsend; Roy Carr; Steve King 003; Peter Cowley; Lionel Tarassenko (Integr. Comput. Aided Eng., 1999)

Neural Networks for Mobile Robot Localisation using Infra-Red Range Sensing. - Neil W. Townsend; Lionel Tarassenko (Neural Comput. Appl., 1999)

Estimations of error bounds for neural-network function approximators. - Neil W. Townsend; Lionel Tarassenko (IEEE Trans. Neural Networks, 1999)

Support Vector Novelty Detection Applied to Jet Engine Vibration Spectra. - Paul M. Hayton; Bernhard Schölkopf; Lionel Tarassenko; Paul Anuzis (NIPS, 2000)

Novelty detection for the identification of abnormalities. - Lionel Tarassenko; Alexandre Nairac; Neil W. Townsend; I. Buxton; Peter Cowley (Int. J. Syst. Sci., 2000)

Analysis and simulation of a cascaded delta delta-sigma modulator. - Dileepan Joseph; Lionel Tarassenko; Steve Collins (Comput. Stand. Interfaces, 2001)

Detection of Ectopic Beats in the Electrocardiogram Using an Auto-Associative Neural Network. - Lionel Tarassenko; Gari D. Clifford; Neil W. Townsend (Neural Process. Lett., 2001)

Markov Models for Automated ECG Interval Analysis. - Nicholas P. Hughes; Lionel Tarassenko; Stephen J. Roberts (NIPS, 2003)

A dynamical model for generating synthetic electrocardiogram signals. - Patrick E. McSharry; Gari D. Clifford; Lionel Tarassenko; Leonard A. Smith (IEEE Trans. Biomed. Eng., 2003)

Comparison of predictability of epileptic seizures by a linear and a nonlinear method. - Patrick E. McSharry; Leonard A. Smith; Lionel Tarassenko (IEEE Trans. Biomed. Eng., 2003)

Neural Network Analysis of the Mastoid EEG for the Assessment of Vigilance. - Mihaela Duta; Chris Alford; Sue Wilson; Lionel Tarassenko (Int. J. Hum. Comput. Interact., 2004)

Quantifying errors in spectral estimates of HRV due to beat replacement and resampling. - Gari D. Clifford; Lionel Tarassenko (IEEE Trans. Biomed. Eng., 2005)

Detection of apnoeic and breathing activity through pole-zero analysis of the SpO2 signal. - Lisa Lazareck; Lionel Tarassenko (EMBC, 2006)

Detection of apnoeic and breathing activity through pole-zero analysis of the SpO2 signal. - Lisa Lazareck; Lionel Tarassenko (EMBC (Supplement), 2006)

Application of an Intuitive Novelty Metric for Jet Engine Condition Monitoring. - David A. Clifton; Peter R. Bannister; Lionel Tarassenko (IEA/AIE, 2006)

Learning Shape for Jet Engine Novelty Detection. - David A. Clifton; Peter R. Bannister; Lionel Tarassenko (ISNN (2), 2006)

Application of independent component analysis in removing artefacts from the electrocardiogram. - Taigang He; Gari D. Clifford; Lionel Tarassenko (Neural Comput. Appl., 2006)

Novelty Detection in Large-Vehicle Turbocharger Operation. - David A. Clifton; Peter R. Bannister; Lionel Tarassenko (IEA/AIE, 2007)

Automated Novelty Detection in Industrial Systems. - David A. Clifton; Lei A. Clifton; Peter R. Bannister; Lionel Tarassenko (Advances of Computational Intelligence in Industrial Systems, 2008)

Probabilistic Patient Monitoring using Extreme Value Theory - A Multivariate, Multimodal Methodology for Detecting Patient Deterioration. - Samuel Hugueny; David A. Clifton; Lionel Tarassenko (BIOSIGNALS, 2010)

Probabilistic Patient Monitoring with Multivariate, Multimodal Extreme Value Theory. - Samuel Hugueny; David A. Clifton; Lionel Tarassenko (BIOSTEC (Selected Papers), 2010)

Optimising Classifiers for the Detection of Physiological Deterioration in Patient Vital-sign Data. - Sara Khalid; David A. Clifton; Lei A. Clifton; Lionel Tarassenko (BIOSIGNALS, 2011)

Mobile health for drug dose optimisation. - Mark E. Larsen; Andrew Farmer; Andrew Weaver; Annie Young; Lionel Tarassenko (EMBC, 2011)

Identification of Patient Deterioration in Vital-Sign Data using One-Class Support Vector Machines. - Lei A. Clifton; David A. Clifton; Peter J. Watkinson; Lionel Tarassenko (FedCSIS, 2011)

Novelty Detection for Identifying Deterioration in Emergency Department Patients. - David A. Clifton; David Wong 001; Susannah Fleming; Sarah J. Wilson; Rob Way; Richard Pullinger; Lionel Tarassenko (IDEAL, 2011)

Pinning the tail on the distribution: A multivariate extension to the generalised Pareto distribution. - David A. Clifton; Samuel Hugueny; Lionel Tarassenko (MLSP, 2011)

Novelty Detection with Multivariate Extreme Value Statistics. - David A. Clifton; Samuel Hugueny; Lionel Tarassenko (J. Signal Process. Syst., 2011)

A method for assessing the reliability of heart rates obtained from ambulatory ECG. - Christina Orphanidou; Timothy Bonnici; David Vallance; Alexander Darrell; Peter Charlton; Lionel Tarassenko (BIBE, 2012)

Probabilistic detection of vital sign abnormality with Gaussian process regression. - David Wong 001; David A. Clifton; Lionel Tarassenko (BIBE, 2012)

Vital-sign Data Fusion Models for Post-operative Patients. - Marco A. F. Pimentel; David A. Clifton; Lei A. Clifton; Peter J. Watkinson; Lionel Tarassenko (BIOSIGNALS, 2012)

Testing of Wearable Monitors in a Real-World Hospital Environment: What Lessons Can Be Learnt? - Timothy Bonnici; Christina Orphanidou; David Vallance; Alexander Darrell; Lionel Tarassenko (BSN, 2012)

Gaussian process regression in vital-sign early warning systems. - Lei A. Clifton; David A. Clifton; Marco A. F. Pimentel; Peter J. Watkinson; Lionel Tarassenko (EMBC, 2012)

Machine learning and software engineering in health informatics. - David A. Clifton; Jeremy Gibbons; Jim Davies; Lionel Tarassenko (RAISE@ICSE, 2012)

Review of T-wave morphology-based biomarkers of ventricular repolarisation using the surface electrocardiogram. - Thomas Brennan; Lionel Tarassenko (Biomed. Signal Process. Control., 2012)

"Stroke Nav": A wireless data collection and review system to support stroke care delivery. - Oliver J. Gibson; Joyce S. Balami; George A. Pope; Lionel Tarassenko; Ian P. Reckless (Comput. Methods Programs Biomed., 2012)

A Two-Class Approach to the Detection of Physiological Deterioration in Patient Vital Signs, With Clinical Label Refinement. - Sara Khalid; David A. Clifton; Lei A. Clifton; Lionel Tarassenko (IEEE Trans. Inf. Technol. Biomed., 2012)

Probabilistic estimation of respiratory rate using Gaussian processes. - Marco A. F. Pimentel; David A. Clifton; Lei A. Clifton; Lionel Tarassenko (EMBC, 2013)

A Bayesian Patient-Based Model for Detecting Deterioration in Vital Signs Using Manual Observations. - Sara Khalid; David A. Clifton; Lionel Tarassenko (FHIES, 2013)

Performance of Early Warning Scoring Systems to Detect Patient Deterioration in the Emergency Department. - Mauro D. Santos; David A. Clifton; Lionel Tarassenko (FHIES, 2013)

The SMS-text adherence support (StAR) study: hardware and software infrastructure. - David B. Springer; Kirsten L. Bobrow; Naomi Levitt; Andrew Farmer; Lionel Tarassenko (ICTD (2), 2013)

Gaussian process clustering for the functional characterisation of vital-sign trajectories. - Marco A. F. Pimentel; David A. Clifton; Lionel Tarassenko (MLSP, 2013)

Data fusion for estimating respiratory rate from a single-lead ECG. - Christina Orphanidou; Susannah Fleming; Syed Ahmar Shah; Lionel Tarassenko (Biomed. Signal Process. Control., 2013)

An Extreme Function Theory for Novelty Detection. - David A. Clifton; Lei A. Clifton; Samuel Hugueny; David Wong 001; Lionel Tarassenko (IEEE J. Sel. Top. Signal Process., 2013)

Modelling physiological deterioration in post-operative patient vital-sign data. - Marco A. F. Pimentel; David A. Clifton; Lei A. Clifton; Peter J. Watkinson; Lionel Tarassenko (Medical Biol. Eng. Comput., 2013)

Gaussian Processes for Personalized e-Health Monitoring With Wearable Sensors. - Lei A. Clifton; David A. Clifton; Marco A. F. Pimentel; Peter J. Watkinson; Lionel Tarassenko (IEEE Trans. Biomed. Eng., 2013)

A Large-Scale Clinical Validation of an Integrated Monitoring System in the Emergency Department. - David A. Clifton; David Wong 001; Lei A. Clifton; Sarah J. Wilson; Rob Way; Richard Pullinger; Lionel Tarassenko (IEEE J. Biomed. Health Informatics, 2013)

Robust Heart Rate Estimation from Noisy Phonocardiograms. - David B. Springer; Thomas Brennan; Jens Hitzeroth; Bongani M. Mayosi; Lionel Tarassenko; Gari D. Clifford (CinC, 2014)

Support Vector Machine Hidden Semi-Markov Model-based Heart Sound Segmentation. - David B. Springer; Lionel Tarassenko; Gari D. Clifford (CinC, 2014)

Physiological trajectory of patients pre and post ICU discharge1. - Alistair E. W. Johnson; Jonathan Burgess; Marco A. F. Pimentel; David A. Clifton; J. Duncan Young; Peter J. Watkinson; Lionel Tarassenko (EMBC, 2014)

Personalized alerts for patients with COPD using pulse oximetry and symptom scores. - Syed Ahmar Shah; Carmelo Velardo; Oliver J. Gibson; Heather Rutter; Andrew Farmer; Lionel Tarassenko (EMBC, 2014)

Automatic generation of personalised alert thresholds for patients with COPD. - Carmelo Velardo; Syed Ahmar Shah; Oliver J. Gibson; Heather Rutter; Andrew Farmer; Lionel Tarassenko (EUSIPCO, 2014)

Signal quality classification of mobile phone-recorded phonocardiogram signals. - David B. Springer; Thomas Brennan; Liesl J. Zuhlke; Hassan Y. Abdelrahman; Ntobeko Ntusi; Gari D. Clifford; Bongani M. Mayosi; Lionel Tarassenko (ICASSP, 2014)

Supporting heart failure patients through personalized mobile health monitoring. - Andreas Triantafyllidis; Carmelo Velardo; Syed Ahmar Shah; Lionel Tarassenko; Tracey Chantler; Chris Paton; Kazem Rahimi (MobiHealth, 2014)

A review of novelty detection. - Marco A. F. Pimentel; David A. Clifton; Lei A. Clifton; Lionel Tarassenko (Signal Process., 2014)

Predictive Monitoring of Mobile Patients by Combining Clinical Observations With Data From Wearable Sensors. - Lei A. Clifton; David A. Clifton; Marco A. F. Pimentel; Peter J. Watkinson; Lionel Tarassenko (IEEE J. Biomed. Health Informatics, 2014)

Probabilistic Novelty Detection With Support Vector Machines. - Lei A. Clifton; David A. Clifton; Yang Zhang; Peter J. Watkinson; Lionel Tarassenko; Hujun Yin (IEEE Trans. Reliab., 2014)

Extending the Generalised Pareto Distribution for Novelty Detection in High-Dimensional Spaces. - David A. Clifton; Lei A. Clifton; Samuel Hugueny; Lionel Tarassenko (J. Signal Process. Syst., 2014)

A personalised mobile-based home monitoring system for heart failure: The SUPPORT-HF Study. - Andreas Triantafyllidis; Carmelo Velardo; Tracey Chantler; Syed Ahmar Shah; Chris Paton; Reza Khorshidi; Lionel Tarassenko; Kazem Rahimi (Int. J. Medical Informatics, 2015)

Using a mobile health application to support self-management in chronic obstructive pulmonary disease: a six-month cohort study. - Maxine Hardinge; Heather Rutter; Carmelo Velardo; Syed Ahmar Shah; Veronika Williams; Lionel Tarassenko; Andrew Farmer (BMC Medical Informatics Decis. Mak., 2015)

Engineering a mobile health tool for resource-poor settings to assess and manage cardiovascular disease risk: SMARThealth study. - Arvind Raghu; Devarsetty Praveen; David Peiris; Lionel Tarassenko; Gari D. Clifford (BMC Medical Informatics Decis. Mak., 2015)

Signal-Quality Indices for the Electrocardiogram and Photoplethysmogram: Derivation and Applications to Wireless Monitoring. - Christina Orphanidou; Timothy Bonnici; Peter Charlton; David A. Clifton; David Vallance; Lionel Tarassenko (IEEE J. Biomed. Health Informatics, 2015)

Automated ECG Ventricular Beat Detection with Switching Kalman Filters. - Julien Oster; Lionel Tarassenko (CinC, 2016)

Logistic Regression-HSMM-Based Heart Sound Segmentation. - David B. Springer; Lionel Tarassenko; Gari D. Clifford (IEEE Trans. Biomed. Eng., 2016)

Multi-Task Convolutional Neural Network for Patient Detection and Skin Segmentation in Continuous Non-Contact Vital Sign Monitoring. - Sitthichok Chaichulee; Mauricio Villarroel; João Jorge; Carlos Arteta; Gabrielle Green; Kenny McCormick; Andrew Zisserman; Lionel Tarassenko (FG, 2017)

Non-Contact Monitoring of Respiration in the Neonatal Intensive Care Unit. - João Jorge; Mauricio Villarroel; Sitthichok Chaichulee; Alessandro Guazzi; Sara Davis; Gabrielle Green; Kenny McCormick; Lionel Tarassenko (FG, 2017)

Non-Contact Vital Sign Monitoring in the Clinic. - Mauricio Villarroel; João Jorge; Chris Pugh; Lionel Tarassenko (FG, 2017)

Digital health system for personalised COPD long-term management. - Carmelo Velardo; Syed Ahmar Shah; Oliver J. Gibson; Gari D. Clifford; Carl Heneghan; Heather Rutter; Andrew Farmer; Lionel Tarassenko; Andreas Triantafyllidis; Veronika Williams; Maxine Hardinge; Christy Toms; et al. (BMC Medical Informatics Decis. Mak., 2017)

Toward a Robust Estimation of Respiratory Rate From Pulse Oximeters. - Marco A. F. Pimentel; Alistair E. W. Johnson; Peter Charlton; Drew A. Birrenkott; Peter J. Watkinson; Lionel Tarassenko; David A. Clifton (IEEE Trans. Biomed. Eng., 2017)

A Survey of Mobile Phone Sensing, Self-Reporting, and Social Sharing for Pervasive Healthcare. - Andreas Triantafyllidis; Carmelo Velardo; Dario Salvi; Syed Ahmar Shah; Vassilios G. Koutkias; Lionel Tarassenko (IEEE J. Biomed. Health Informatics, 2017)

Visualisation of long-term ECG signals applied to post-intensive care patients. - Delaram Jarchi; Adam Mahdi; Lionel Tarassenko; David A. Clifton (BSN, 2018)

Estimation of HRV and SpO2 from wrist-worn commercial sensors for clinical settings. - Delaram Jarchi; Dario Salvi; Carmelo Velardo; Adam Mahdi; Lionel Tarassenko; David A. Clifton (BSN, 2018)

Physical Activity and Sleep Analysis of Heart Failure Patients using Multi-sensor Patches. - Johanna O'Donnell; Carmelo Velardo; Syed Ahmar Shah; Gholamreza Salimi Khorshidi; Dario Salvi; Kazem Rahimi; Lionel Tarassenko (EMBC, 2018)

An Optimised Algorithm for Accurate Steps Counting From Smart-Phone Accelerometry. - Dario Salvi; Carmelo Velardo; Jamieson Brynes; Lionel Tarassenko (EMBC, 2018)

Validation of Instantaneous Respiratory Rate Using Reflectance PPG from Different Body Positions. - Delaram Jarchi; Dario Salvi; Lionel Tarassenko; David A. Clifton (Sensors, 2018)

Mobistudy: An Open Mobile-Health Platform for Clinical Research. - Dario Salvi; Jameson Lee; Carmelo Velardo; Rishi Arvin Goburdhun; Lionel Tarassenko (BIBE, 2019)

Uncertainty-Aware Model for Reliable Prediction of Sepsis in the ICU. - Marco A. F. Pimentel; Adam Mahdi; Oliver Redfern; Mauro D. Santos; Lionel Tarassenko (CinC, 2019)

Non-contact physiological monitoring of preterm infants in the Neonatal Intensive Care Unit. - Mauricio Villarroel; Sitthichok Chaichulee; João Jorge; Sara Davis; Gabrielle Green; Carlos Arteta; Andrew Zisserman; Kenny McCormick; Peter J. Watkinson; Lionel Tarassenko (npj Digit. Medicine, 2019)

Assessment of Signal Processing Methods for Measuring the Respiratory Rate in the Neonatal Intensive Care Unit. - João Jorge; Mauricio Villarroel; Sitthichok Chaichulee; Gabrielle Green; Kenny McCormick; Lionel Tarassenko (IEEE J. Biomed. Health Informatics, 2019)

Vital-Sign Synchrony as a Marker for Patient Circadian Rhythms in an Intensive Care Unit. - Shaun M. Davidson; Mauricio Villarroel; Eoin Finnegan; Mirae Harford; João Jorge; Lionel Tarassenko (CinC, 2020)

Comparing Circadian Rhythms in Blood Pressure Computed From the Arterial Line and Sphygmomanometer in the ICU. - Eoin Finnegan; Mauricio Villarroel; Shaun M. Davidson; Mirae Harford; João Jorge; Lionel Tarassenko (CinC, 2020)

Deep Learning Classification of Cardiomegaly Using Combined Imaging and Non-imaging ICU Data. - Declan Grant; Bartlomiej W. Papiez; Guy Parsons; Lionel Tarassenko; Adam Mahdi (MIUA, 2021)

An impedance pneumography signal quality index: Design, assessment and application to respiratory rate monitoring. - Peter H. Charlton; Timothy Bonnici; Lionel Tarassenko; David A. Clifton; Richard Beale; Peter J. Watkinson; Jordi Alastruey (Biomed. Signal Process. Control., 2021)

A Real-Time Wearable System for Monitoring Vital Signs of COVID-19 Patients in a Hospital Setting. - Mauro D. Santos; Cristian Roman; Marco A. F. Pimentel; Sarah Vollam; Carlos Areia; Louise Young; Peter J. Watkinson; Lionel Tarassenko (Frontiers Digit. Health, 2021)

Non-Contact Assessment of Peripheral Artery Haemodynamics Using Infrared Video Thermography. - João Jorge; Mirae Harford; Mauricio Villarroel; Sitthichok Chaichulee; Shaun M. Davidson; Eoin Finnegan; Samuel H. Clark; J. Duncan Young; Peter J. Watkinson; Lionel Tarassenko (IEEE Trans. Biomed. Eng., 2021)

Guest Editorial: Camera-Based Monitoring for Pervasive Healthcare Informatics. - Wenjin Wang 002; Steffen Leonhardt; Lionel Tarassenko; Caifeng Shan; Daniel McDuff (IEEE J. Biomed. Health Informatics, 2021)

Predicting Isolated Nocturnal Hypertension Using Dawn and Dusk Home Blood Pressure Monitoring. - Shaun M. Davidson; Cristian Roman; Lionel Tarassenko (EMBC, 2022)

Classifying nocturnal blood pressure patterns using photoplethysmogram features. - Eoin Finnegan; Shaun M. Davidson; Mirae Harford; João Jorge; Mauricio Villarroel; Lionel Tarassenko (EMBC, 2022)

Multimodal Cardiomegaly Classification with Image-Derived Digital Biomarkers. - Benjamin Duvieusart; Felix Krones; Guy Parsons; Lionel Tarassenko; Bartlomiej W. Papiez; Adam Mahdi (MIUA, 2022)

Non-contact physiological monitoring of post-operative patients in the intensive care unit. - João Jorge; Mauricio Villarroel; Hamish Tomlinson; Oliver Gibson; Julie L. Darbyshire; Jody Ede; Mirae Harford; J. Duncan Young; Lionel Tarassenko; Peter J. Watkinson (npj Digit. Medicine, 2022)

Sleep Staging Using Wearables and Deep Neural Networks. - Shaun M. Davidson; Cristian Roman; Jonathan Carter 001; Mirae Harford; Lionel Tarassenko (BHI, 2023)

Wearables for continuous patient monitoring on COVID-19 isolation wards. - Cristian Roman; Sarah Vollam; Peter J. Watkinson; Lionel Tarassenko (BHI, 2023)

Deep Learning-Enabled Sleep Staging From Vital Signs and Activity Measured Using a Near-Infrared Video Camera. - Jonathan Carter 001; João Jorge; Bindia Venugopal; Oliver Gibson; Lionel Tarassenko (CVPR Workshops, 2023)

SleepVST: Sleep Staging from Near-Infrared Video Signals using Pre-Trained Transformers. - Jonathan F. Carter; João Jorge; Oliver Gibson; Lionel Tarassenko (CVPR, 2024)

wav2sleep: A Unified Multi-Modal Approach to Sleep Stage Classification from Physiological Signals. - Jonathan F. Carter; Lionel Tarassenko (ML4H@NeurIPS, 2024)

Clinical knowledge in LLMs does not translate to human interactions. - Andrew M. Bean; Rebecca Payne; Guy Parsons; Hannah Rose Kirk; Juan Ciro; Rafael Mosquera; Sara Hincapié Monsalve; Aruna S. Ekanayaka; Lionel Tarassenko; Luc Rocher; Adam Mahdi (CoRR, 2025)