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Author Details

David A Clifton
Oxford Institute of Biomedical Engineering, University of Oxford
2004
128
31
PMIDPaper TitleJournal TitlePublished Year
36219657Incremental Trainable Parameter Selection in Deep Neural Networks.IEEE Trans Neural Netw Learn Syst2024
38096090Semi-Supervised Learning for Multi-Label Cardiovascular Diseases Prediction: A Multi-Dataset Study.IEEE Trans Pattern Anal Mach Intell2024
37186539Uncertainties in the Analysis of Heart Rate Variability: A Systematic Review.IEEE Rev Biomed Eng2024
36172131Omicron detection with large language models and YouTube audio data.medRxiv2024
36269901Improving Classification of Tetanus Severity for Patients in Low-Middle Income Countries Wearing ECG Sensors by Using a CNN-Transformer Network.IEEE Trans Biomed Eng2023
37494945The 2023 wearable photoplethysmography roadmap.Physiol Meas2023
35500079Weak Monotonicity With Trend Analysis for Unsupervised Feature Evaluation.IEEE Trans Cybern2023
37022848Patient Clustering for Vital Organ Failure Using ICD Code With Graph Attention.IEEE Trans Biomed Eng2023
37022415Self-Aware SGD: Reliable Incremental Adaptation Framework For Clinical AI Models.IEEE J Biomed Health Inform2023
37205346Development and Validation of a Machine Learning Wrist-worn Step Detection Algorithm with Deployment in the UK Biobank.medRxiv2023
37167049Multimodal Learning With Transformers: A Survey.IEEE Trans Pattern Anal Mach Intell2023
36914189Multivariable prediction models for atrial fibrillation after cardiac surgery: a systematic review protocol.BMJ Open2023
36845081Physical activity and asthma symptom control in children during COVID-19 lockdown: A feasibility study.Digit Health2023
36825820On the effectiveness of compact biomedical transformers.Bioinformatics2023
36633513SeroTracker-RoB: A decision rule-based algorithm for reproducible risk of bias assessment of seroprevalence studies.Res Synth Methods2023
32813662The Promise of Clinical Decision Support Systems Targetting Low-Resource Settings.IEEE Rev Biomed Eng2022
35585198Reporting guideline for the early-stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI.Nat Med2022
35584845Reporting guideline for the early stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI.BMJ2022
35672368Machine learning generalizability across healthcare settings: insights from multi-site COVID-19 screening.NPJ Digit Med2022
35632275Sepsis Mortality Prediction Using Wearable Monitoring in Low-Middle Income Countries.Sensors (Basel)2022
35591004A Deep Learning Approach for the Assessment of Signal Quality of Non-Invasive Foetal Electrocardiography.Sensors (Basel)2022
36439252vital_sqi: A Python package for physiological signal quality control.Front Physiol2022
36178712Thinking Aloud or Screaming Inside: Exploratory Study of Sentiment Around Work.JMIR Form Res2022
36308993Timeliness of reporting of SARS-CoV-2 seroprevalence results and their utility for infectious disease surveillance.Epidemics2022
36355774Global SARS-CoV-2 seroprevalence from January 2020 to April 2022: A systematic review and meta-analysis of standardized population-based studies.PLoS Med2022
35253705Physiological recovery among workers in long-distance sleddog races: A case study on female veterinarians in Finnmarksløpet.Work2022
34898443Dynamic Neural Graphs Based Federated Reptile for Semi-Supervised Multi-Tasking in Healthcare Applications.IEEE J Biomed Health Inform2022
34460406Data Pre-Processing Using Neural Processes for Modeling Personalized Vital-Sign Time-Series Data.IEEE J Biomed Health Inform2022
32396101Wearable Sensing and Telehealth Technology with Potential Applications in the Coronavirus Pandemic.IEEE Rev Biomed Eng2021
33850626Comparison of parametric and non-parametric Bayesian inference for fusing sensory estimates in physiological time-series analysis.Healthc Technol Lett2021
33596179Recommendation to Use Wearable-Based mHealth in Closed-Loop Management of Acute Cardiovascular Disease Patients During the COVID-19 Pandemic.IEEE J Biomed Health Inform2021
33509388Rapid triage for COVID-19 using routine clinical data for patients attending hospital: development and prospective validation of an artificial intelligence screening test.Lancet Digit Health2021
33672456SDNN24 Estimation from Semi-Continuous HR Measures.Sensors (Basel)2021
33688832Toward a Multivariate Prediction Model of Pharmacological Treatment for Women With Gestational Diabetes Mellitus: Algorithm Development and Validation.J Med Internet Res2021
33525997Detecting Deteriorating Patients in the Hospital: Development and Validation of a Novel Scoring System.Am J Respir Crit Care Med2021
34738074Machine learning in patient flow: a review.Prog Biomed Eng (Bristol)2021
34441244Forecasting COVID-19 Severity by Intelligent Optical Fingerprinting of Blood Samples.Diagnostics (Basel)2021
34813632Improving patient flow during infectious disease outbreaks using machine learning for real-time prediction of patient readiness for discharge.PLoS One2021
34414415An end-to-end heterogeneous graph attention network for Mycobacterium tuberculosis drug-resistance prediction.Brief Bioinform2021
34161316Global seroprevalence of SARS-CoV-2 antibodies: A systematic review and meta-analysis.PLoS One2021
33969418Stroke risk prediction using machine learning: a prospective cohort study of 0.5 million Chinese adults.J Am Med Inform Assoc2021
34104470Recruiting patients to a digital self-management study whilst in hospital for a chronic obstructive pulmonary disease exacerbation: A feasibility analysis.Digit Health2021
34244504A clinical deep learning framework for continually learning from cardiac signals across diseases, time, modalities, and institutions.Nat Commun2021
34168684An impedance pneumography signal quality index: Design, assessment and application to respiratory rate monitoring.Biomed Signal Process Control2021
34357872Interactive Effects of HRV and P-QRS-T on the Power Density Spectra of ECG Signals.IEEE J Biomed Health Inform2021
32746368Machine Learning for Clinical Outcome Prediction.IEEE Rev Biomed Eng2021
32991293Cancelable HD-sEMG-Based Biometrics for Cross-Application Discrepant Personal Identification.IEEE J Biomed Health Inform2021
32750898Hospital Admission Location Prediction via Deep Interpretable Networks for the Year-Round Improvement of Emergency Patient Care.IEEE J Biomed Health Inform2021
31545746Deep Interpretable Early Warning System for the Detection of Clinical Deterioration.IEEE J Biomed Health Inform2020
31833471Heart Rate Variability as an Indicator of Autonomic Nervous System Disturbance in Tetanus.Am J Trop Med Hyg2020
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Collaborators

Lionel Tarassenko
Institute of Biomedical Engineering, University of Oxford
Co-authored papers 34
Peter J Watkinson
John Radcliffe Hospital, University of Oxford
Co-authored papers 30
Tingting Zhu
University of Oxford
Co-authored papers 28
Marco A F Pimentel
Institute of Biomedical Engineering, University of Oxford
Co-authored papers 22
Peter H Charlton
King's College London
Co-authored papers 9
Gari D Clifford
Emory University School of Medicine
Co-authored papers 7
Alistair E W Johnson
The Hospital for Sick Children
Co-authored papers 5
Gary S Collins
University of Oxford
Co-authored papers 3
Sara Khalid
Botnar Research Centre, University of Oxford
Co-authored papers 2
Paolo Bonato
Co-authored papers 2
Peter McCulloch
University of Oxford
Co-authored papers 2
Spiros Denaxas
Institute of Health Informatics, University College London
Co-authored papers 2
Lauren Morgan
University of Oxford
Co-authored papers 2
Myura Nagendran
Imperial College London
Co-authored papers 2
Suchi Saria
Johns Hopkins University
Co-authored papers 2
Bilal A Mateen
Institute for Health Informatics, University College London
Co-authored papers 2
Robert Clarke
Co-authored papers 2
David L Buckeridge
McGill University
Co-authored papers 2
Derrick A Bennett
Co-authored papers 2
Metin Akay
Co-authored papers 2
Bruce Campbell
Royal Devon University Healthcare NHS Foundation Trust
Co-authored papers 2
Johan Ordish
PHG Foundation, University of Cambridge
Co-authored papers 2
Piyush Mathur
Anesthesiology Institute, Cleveland Clinic
Co-authored papers 2
Alastair K Denniston
University Hospitals Birmingham NHS Foundation Trust
Co-authored papers 2
Mudathir Ibrahim
Maimonides Medical Center
Co-authored papers 2
Melissa D McCradden
University of Adelaide
Co-authored papers 2
Livia Faes
Eye Clinic, Cantonal Hospital of Lucerne
Co-authored papers 2
Xiaoxuan Liu
University Hospitals Birmingham NHS Foundation Trust
Co-authored papers 2
Shamim Nemati
University of California San Diego
Co-authored papers 1
Bart Geerts
Co-authored papers 1
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