Skip to main content
Menu

Publications

Showing 202 publications by David Clifton

Machine learning to predict the source of campylobacteriosis using whole genome data.

Arning N, Sheppard SK, Bayliss S, Clifton DA & Wilson DJ (2021), PLoS Genet, 17(10), e1009436

Altmetric score is
BibTeX View PDF
@article{machinelearning-2021/10,
  title={Machine learning to predict the source of campylobacteriosis using whole genome data.},
  author={Arning N, Sheppard SK, Bayliss S, Clifton DA & Wilson DJ},
  journal={PLoS Genet},
  volume={17},
  pages={e1009436},
  year = "2021"
}

An end-to-end heterogeneous graph attention network for Mycobacterium tuberculosis drug-resistance prediction

Yang Y et al. (2021), Briefings in Bioinformatics

Altmetric score is
BibTeX View PDF
@article{anendtoendheter-2021/8,
  title={An end-to-end heterogeneous graph attention network for Mycobacterium tuberculosis drug-resistance prediction},
  author={Yang Y et al.},
  journal={Briefings in Bioinformatics},
  publisher={Oxford University Press },
  year = "2021"
}

Interactive Effects of Heart Rate Variability and P-QRS-T on the Power Density Spectra of ECG Signals

Clifton D & Lu L (2021), IEEE Journal of Biomedical and Health Informatics

Altmetric score is
BibTeX View PDF
@article{interactiveeffe-2021/8,
  title={Interactive Effects of Heart Rate Variability and P-QRS-T on the Power Density Spectra of ECG Signals},
  author={Clifton D & Lu L},
  journal={IEEE Journal of Biomedical and Health Informatics},
  publisher={Institute of Electrical and Electronics Engineers},
  year = "2021"
}

CLOCS: contrastive learning of cardiac signals across space, time, and patients

Kiyasseh D, Zhu T & Clifton D (2021), 5606-5615

Altmetric score is
BibTeX
@article{clocscontrastiv-2021/7,
  title={CLOCS: contrastive learning of cardiac signals across space, time, and patients},
  author={Kiyasseh D, Zhu T & Clifton D},
  journal={},
  pages={5606-5615},
  publisher={Journal of Machine Learning Research},
  year = "2021"
}

Forecasting COVID-19 severity by intelligent optical fingerprinting of blood samples

Faria SP et al. (2021), Diagnostics, 11(8)

Altmetric score is
BibTeX View PDF
@article{forecastingcovi-2021/7,
  title={Forecasting COVID-19 severity by intelligent optical fingerprinting of blood samples},
  author={Faria SP et al.},
  journal={Diagnostics},
  volume={11},
  number={1309},
  publisher={MDPI},
  year = "2021"
}

A clinical deep learning framework for continually learning from cardiac signals across diseases, time, modalities, and institutions.

Kiyasseh D, Zhu T & Clifton D (2021), Nature Communications, 12(1)

Altmetric score is
BibTeX View PDF
@article{aclinicaldeeple-2021/7,
  title={A clinical deep learning framework for continually learning from cardiac signals across diseases, time, modalities, and institutions.},
  author={Kiyasseh D, Zhu T & Clifton D},
  journal={Nature Communications},
  volume={12},
  number={4221},
  publisher={Springer Nature},
  year = "2021"
}

Stroke risk prediction using machine learning: a prospective cohort study of 0.5 million Chinese adults

Chun M et al. (2021), Journal of the American Medical Informatics Association

Altmetric score is
BibTeX View PDF
@article{strokeriskpredi-2021/5,
  title={Stroke risk prediction using machine learning: a prospective cohort study of 0.5 million Chinese adults },
  author={Chun M et al.},
  journal={Journal of the American Medical Informatics Association},
  publisher={Oxford University Press},
  year = "2021"
}

Recruiting patients to a digital self-management study whilst in hospital for a chronic obstructive pulmonary disease exacerbation: a feasibility analysis

Whelan M et al. (2021), Digital Health, 7

Altmetric score is
BibTeX View PDF
@article{recruitingpatie-2021/5,
  title={Recruiting patients to a digital self-management study whilst in hospital for a chronic obstructive pulmonary disease exacerbation: a feasibility analysis},
  author={Whelan M et al.},
  journal={Digital Health},
  volume={7},
  number={20552076211020876},
  publisher={SAGE Publications},
  year = "2021"
}

Development and validation of early warning score systems for COVID-19 patients

Youssef A et al. (2021), Healthcare Technology Letters

Altmetric score is
BibTeX View PDF
@article{developmentandv-2021/5,
  title={Development and validation of early warning score systems for COVID-19 patients},
  author={Youssef A et al.},
  journal={Healthcare Technology Letters},
  publisher={Institution of Engineering and Technology},
  year = "2021"
}

Wearable remote monitoring for patients with COVID-19 in low-resource settings: case study

Chau N et al. (2021), BMJ Innovations, 7(2021), S12-S15

Altmetric score is
BibTeX View PDF
@article{wearableremotem-2021/3,
  title={Wearable remote monitoring for patients with COVID-19 in low-resource settings: case study},
  author={Chau N et al.},
  journal={BMJ Innovations},
  volume={7},
  pages={S12-S15},
  publisher={BMJ Publishing Group},
  year = "2021"
}

Toward a multivariate prediction model of pharmacological treatment for women with gestational diabetes mellitus: Algorithm development and validation

Velardo C et al. (2021), Journal of Medical Internet Research, 23(3)

Altmetric score is
BibTeX View PDF
@article{towardamultivar-2021/3,
  title={Toward a multivariate prediction model of pharmacological treatment for women with gestational diabetes mellitus: Algorithm development and validation},
  author={Velardo C et al.},
  journal={Journal of Medical Internet Research},
  volume={23},
  number={e21435},
  publisher={JMIR Publications},
  year = "2021"
}

Vital sign monitoring using wearable devices in a Vietnamese intensive care unit

Van H et al. (2021), BMJ Innovations, 7(Supplement 1), S7-S11

Altmetric score is
BibTeX View PDF
@article{vitalsignmonito-2021/3,
  title={Vital sign monitoring using wearable devices in a Vietnamese intensive care unit},
  author={Van H et al.},
  journal={BMJ Innovations},
  volume={7},
  pages={S7-S11},
  publisher={BMJ Publishing Group},
  year = "2021"
}

Comparison of parametric and non-parametric Bayesian inference for fusing sensory estimates in physiological time-series analysis

Zhu T, Javed H & Clifton D (2021), Healthcare Technology Letters, 8(2), 25-30

Altmetric score is
BibTeX View PDF
@article{comparisonofpar-2021/2,
  title={Comparison of parametric and non-parametric Bayesian inference for fusing sensory estimates in physiological time-series analysis},
  author={Zhu T, Javed H & Clifton D},
  journal={Healthcare Technology Letters},
  volume={8},
  pages={25-30},
  publisher={Wiley},
  year = "2021"
}

Detecting deteriorating patients in hospital: development and validation of a novel scoring system

Pimentel MAF et al. (2021), American Journal of Respiratory and Critical Care Medicine, 204(1), 44-52

Altmetric score is
BibTeX View PDF
@article{detectingdeteri-2021/2,
  title={Detecting deteriorating patients in hospital: development and validation of a novel scoring system},
  author={Pimentel MAF et al.},
  journal={American Journal of Respiratory and Critical Care Medicine},
  volume={204},
  pages={44-52},
  publisher={American Thoracic Society},
  year = "2021"
}

SDNN24 estimation from semi-continuous HR measures

Morelli D, Rossi A, Bartoloni L & Cairo M (2021), Sensors, 21(4)

Altmetric score is
BibTeX View PDF
@article{sdnnestimationf-2021/2,
  title={SDNN24 estimation from semi-continuous HR measures},
  author={Morelli D, Rossi A, Bartoloni L & Cairo M},
  journal={Sensors},
  volume={21},
  number={1463},
  publisher={MDPI},
  year = "2021"
}

Recommendation to use wearable-based mHealth in closed-loop management of acute cardiovascular disease patients during the COVID-19 pandemic

Ji N et al. (2021), IEEE Journal of Biomedical and Health Informatics, 25(4), 903-908

Altmetric score is
BibTeX View PDF
@article{recommendationt-2021/2,
  title={Recommendation to use wearable-based mHealth in closed-loop management of acute cardiovascular disease patients during the COVID-19 pandemic},
  author={Ji N et al.},
  journal={IEEE Journal of Biomedical and Health Informatics},
  volume={25},
  pages={903-908},
  publisher={Institute of Electrical and Electronics Engineers},
  year = "2021"
}

DECIDE-AI: new reporting guidelines to bridge the development-to-implementation gap in clinical artificial intelligence

Clifton DA, Collins G, Morgan L, Watkinson P & McCulloch P (2021), Nature Medicine, 27(2), 186-187

Altmetric score is
BibTeX View PDF
@article{decideainewrepo-2021/2,
  title={DECIDE-AI: new reporting guidelines to bridge the development-to-implementation gap in clinical artificial intelligence},
  author={Clifton DA, Collins G, Morgan L, Watkinson P & McCulloch P},
  journal={Nature Medicine},
  volume={27},
  pages={186-187},
  publisher={Nature},
  year = "2021"
}

Machine learning in patient flow: a review

El-Bouri R, Taylor T, Youssef A, Zhu T & Clifton D (2021), Progress in Biomedical Engineering, 3(2 )

Altmetric score is
BibTeX View PDF
@article{machinelearning-2021/1,
  title={Machine learning in patient flow: a review},
  author={El-Bouri R, Taylor T, Youssef A, Zhu T & Clifton D},
  journal={Progress in Biomedical Engineering},
  volume={3},
  number={022002},
  publisher={IOP Publishing},
  year = "2021"
}

Global seroprevalence of SARS-CoV-2 antibodies: A systematic review and meta-analysis.

Bobrovitz N et al. (2021), PloS one, 16(6), e0252617

Altmetric score is
BibTeX View PDF
@article{globalseropreva-2021/1,
  title={Global seroprevalence of SARS-CoV-2 antibodies: A systematic review and meta-analysis.},
  author={Bobrovitz N et al.},
  journal={PloS one},
  volume={16},
  pages={e0252617},
  year = "2021"
}

Using machine learning to predict anticoagulation control in atrial fibrillation: A UK Clinical Practice Research Datalink study

Gordon J et al. (2021), Informatics in Medicine Unlocked, 25

Altmetric score is
BibTeX View PDF
@article{usingmachinelea-2021/1,
  title={Using machine learning to predict anticoagulation control in atrial fibrillation: A UK Clinical Practice Research Datalink study},
  author={Gordon J et al.},
  journal={Informatics in Medicine Unlocked},
  volume={25},
  year = "2021"
}

Interactive Effects of Heart Rate Variability and P-QRS-T on the Power Density Spectra of ECG Signals

Xiang T, Ji N, Clifton DA, Lu L & Zhang Y (2021), IEEE Journal of Biomedical and Health Informatics

Altmetric score is
BibTeX View PDF
@article{interactiveeffe-2021/1,
  title={Interactive Effects of Heart Rate Variability and P-QRS-T on the Power Density Spectra of ECG Signals},
  author={Xiang T, Ji N, Clifton DA, Lu L & Zhang Y},
  journal={IEEE Journal of Biomedical and Health Informatics},
  year = "2021"
}

Machine Learning for Clinical Outcome Prediction

Shamout F, Zhu T & Clifton DA (2021), IEEE Reviews in Biomedical Engineering, 14, 116-126

Altmetric score is
BibTeX
@article{machinelearning-2021/,
  title={Machine Learning for Clinical Outcome Prediction},
  author={Shamout F, Zhu T & Clifton DA},
  journal={IEEE Reviews in Biomedical Engineering},
  volume={14},
  pages={116-126},
  year = "2021"
}

Error estimation of ultra-short heart rate variability parameters: effect of missing data caused by motion artifacts

rossi A, pedreschi D, Clifton D & morelli D (2020), Sensors, 20(24)

Altmetric score is
BibTeX View PDF
@article{errorestimation-2020/12,
  title={Error estimation of ultra-short heart rate variability parameters: effect of missing data caused by motion artifacts},
  author={rossi A, pedreschi D, Clifton D & morelli D},
  journal={Sensors},
  volume={20},
  number={7122},
  publisher={MDPI},
  year = "2020"
}

Smartwatch data help detect COVID-19

Zhu T, Watkinson P & Clifton DA (2020), Nature Biomedical Engineering, 4(12), 1125-1127

Altmetric score is
BibTeX View PDF
@article{smartwatchdatah-2020/12,
  title={Smartwatch data help detect COVID-19},
  author={Zhu T, Watkinson P & Clifton DA},
  journal={Nature Biomedical Engineering},
  volume={4},
  pages={1125-1127},
  publisher={Springer Nature},
  year = "2020"
}

Rapid triage for COVID-19 using routine clinical data for patients attending hospital: development and prospective validation of an artificial intelligence screening test

Soltan AAS et al. (2020), Lancet Digital Health, 3(2), e78-e87

Altmetric score is
BibTeX View PDF
@article{rapidtriageforc-2020/12,
  title={Rapid triage for COVID-19 using routine clinical data for patients attending hospital: development and prospective validation of an artificial intelligence screening test},
  author={Soltan AAS et al.},
  journal={Lancet Digital Health},
  volume={3},
  pages={e78-e87},
  publisher={Elsevier},
  year = "2020"
}

A public dataset of 24-H multi-levels psycho-physiological responses in young healthy adults

Rossi A et al. (2020), Data, 5(4), 1-15

Altmetric score is
BibTeX View PDF
@article{apublicdataseto-2020/12,
  title={A public dataset of 24-H multi-levels psycho-physiological responses in young healthy adults},
  author={Rossi A et al.},
  journal={Data},
  volume={5},
  pages={1-15},
  year = "2020"
}

An impedance pneumography signal quality index: design, assessment and application to respiratory rate monitoring

Charlton PH et al. (2020), Biomedical Signal Processing and Control, 65

Altmetric score is
BibTeX View PDF
@article{animpedancepneu-2020/11,
  title={An impedance pneumography signal quality index: design, assessment and application to respiratory rate monitoring},
  author={Charlton PH et al.},
  journal={Biomedical Signal Processing and Control},
  volume={65},
  number={102339},
  publisher={Elsevier},
  year = "2020"
}

Student-teacher curriculum learning via reinforcement learning: Predicting hospital inpatient admission location

El-Bouri R, Eyre D, Watkinson P, Zhu T & Clifton D (2020), Proceedings of Machine Learning Research, 119

Altmetric score is
BibTeX
@inproceedings{studentteacherc-2020/11,
  title={Student-teacher curriculum learning via reinforcement learning: Predicting hospital inpatient admission location},
  author={El-Bouri R, Eyre D, Watkinson P, Zhu T & Clifton D},
  booktitle={37th International Conference on Machine Learning, (ICML 2020)},
  year = "2020"
}

Identification of undiagnosed atrial fibrillation patients using a machine learning risk prediction algorithm and diagnostic testing (PULsE-AI): Study protocol for a randomised controlled trial

Hill NR et al. (2020), Contemporary Clinical Trials, 99

Altmetric score is
BibTeX View PDF
@article{identificationo-2020/10,
  title={Identification of undiagnosed atrial fibrillation patients using a machine learning risk prediction algorithm and diagnostic testing (PULsE-AI): Study protocol for a randomised controlled trial},
  author={Hill NR et al.},
  journal={Contemporary Clinical Trials},
  volume={99},
  number={106191},
  publisher={Elsevier},
  year = "2020"
}

Cancelable HD-sEMG-based biometrics for cross-application discrepant personal identification

Jiang X et al. (2020), IEEE Journal of Biomedical and Health Informatics

Altmetric score is
BibTeX View PDF
@article{cancelablehdsem-2020/9,
  title={Cancelable HD-sEMG-based biometrics for cross-application discrepant personal identification},
  author={Jiang X et al.},
  journal={IEEE Journal of Biomedical and Health Informatics},
  publisher={IEEE},
  year = "2020"
}

The promise of clinical decision support systems targetting low-resource settings

Kiyasseh D, Zhu T & Clifton D (2020), IEEE Reviews in Biomedical Engineering

Altmetric score is
BibTeX View PDF
@article{thepromiseofcli-2020/8,
  title={The promise of clinical decision support systems targetting low-resource settings},
  author={Kiyasseh D, Zhu T & Clifton D},
  journal={IEEE Reviews in Biomedical Engineering},
  publisher={Institute of Electrical and Electronics Engineers},
  year = "2020"
}

Guest Editorial: Integrative Sensor Networks, Informatics, and Modeling for Precision and Preventative Medicine

Chen W, Clifton D & Telfer B (2020), IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 24(7), 1858-1859

Altmetric score is
BibTeX View PDF
@article{guesteditoriali-2020/7,
  title={Guest Editorial: Integrative Sensor Networks, Informatics, and Modeling for Precision and Preventative Medicine},
  author={Chen W, Clifton D & Telfer B},
  journal={IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS},
  volume={24},
  pages={1858-1859},
  year = "2020"
}

Neuromuscular password-based user authentication

Jiang X et al. (2020), IEEE Transactions on Industrial Informatics, 17(4), 2641-2652

Altmetric score is
BibTeX View PDF
@article{neuromuscularpa-2020/6,
  title={Neuromuscular password-based user authentication},
  author={Jiang X et al.},
  journal={IEEE Transactions on Industrial Informatics},
  volume={17},
  pages={2641-2652},
  publisher={Institute of Electrical and Electronics Engineers},
  year = "2020"
}

Shallow aquifer monitoring using handpump vibration data

Manandhar A, Greeff H, Thomson P, Hope R & Clifton DA (2020), Journal of Hydrology X

Altmetric score is
BibTeX View PDF
@article{shallowaquiferm-2020/6,
  title={Shallow aquifer monitoring using handpump vibration data},
  author={Manandhar A, Greeff H, Thomson P, Hope R & Clifton DA},
  journal={Journal of Hydrology X},
  number={100057},
  publisher={Elsevier },
  year = "2020"
}

Cross-sectional centiles of blood pressure by age and sex: a four-hospital database retrospective observational analysis

Wong D et al. (2020), BMJ Open, 10(5)

Altmetric score is
BibTeX View PDF
@article{crosssectionalc-2020/5,
  title={Cross-sectional centiles of blood pressure by age and sex: a four-hospital database retrospective observational analysis },
  author={Wong D et al.},
  journal={BMJ Open},
  volume={10},
  number={e033618},
  publisher={BMJ Publishing Group},
  year = "2020"
}

Hospital admission location prediction via deep interpretable networks for the year-round improvement of emergency patient care

el-Bouri R, Eyre D, Watkinson P, Zhu T & Clifton D (2020), IEEE Journal of Biomedical and Health Informatics, 25(1), 289-300

Altmetric score is
BibTeX View PDF
@article{hospitaladmissi-2020/5,
  title={Hospital admission location prediction via deep interpretable networks for the year-round improvement of emergency patient care},
  author={el-Bouri R, Eyre D, Watkinson P, Zhu T & Clifton D},
  journal={IEEE Journal of Biomedical and Health Informatics},
  volume={25},
  pages={289-300},
  publisher={Institute of Electrical and Electronics Engineers},
  year = "2020"
}

Understanding the timing of eruption end using a machine learning approach to classification of seismic time series

Manley G et al. (2020), Journal of Volcanology and Geothermal Research, 401

Altmetric score is
BibTeX View PDF
@article{understandingth-2020/5,
  title={Understanding the timing of eruption end using a machine learning approach to classification of seismic time series},
  author={Manley G et al.},
  journal={Journal of Volcanology and Geothermal Research},
  volume={401},
  number={106917},
  publisher={Elsevier},
  year = "2020"
}

Wearable Sensing and Telehealth Technology with Potential Applications in the Coronavirus Pandemic

Ding X-R et al. (2020), IEEE Reviews in Biomedical Engineering, 14(2021), 48-70

Altmetric score is
BibTeX View PDF
@article{wearablesensing-2020/5,
  title={Wearable Sensing and Telehealth Technology with Potential Applications in the Coronavirus Pandemic},
  author={Ding X-R et al.},
  journal={IEEE Reviews in Biomedical Engineering},
  volume={14},
  pages={48-70},
  publisher={Institute of Electrical and Electronics Engineers},
  year = "2020"
}

PlethAugment: GAN-based PPG augmentation for medical diagnosis in low-resource settings

Kiyasseh D et al. (2020), IEEE Journal of Biomedical and Health Informatics, 24(11)

Altmetric score is
BibTeX View PDF
@article{plethaugmentgan-2020/4,
  title={PlethAugment: GAN-based PPG augmentation for medical diagnosis in low-resource settings},
  author={Kiyasseh D et al.},
  journal={IEEE Journal of Biomedical and Health Informatics},
  volume={24},
  number={3226-3235},
  publisher={Institute of Electrical and Electronics Engineers},
  year = "2020"
}

Multi-label random forest model for tuberculosis drug resistance classification and mutation ranking

Kouchaki S et al. (2020), Frontiers in Microbiology, 11

Altmetric score is
BibTeX View PDF
@article{multilabelrando-2020/4,
  title={Multi-label random forest model for tuberculosis drug resistance classification and mutation ranking},
  author={Kouchaki S et al.},
  journal={Frontiers in Microbiology},
  volume={11},
  number={667},
  publisher={Frontiers Media},
  year = "2020"
}

GenomegaMap: Within-species genome-wide dN/dS estimation from over 10,000 genomes

Wilson DJ et al. (2020), Molecular Biology and Evolution, 37(8), 2450-2460

Altmetric score is
BibTeX View PDF
@article{genomegamapwith-2020/3,
  title={GenomegaMap: Within-species genome-wide dN/dS estimation from over 10,000 genomes},
  author={Wilson DJ et al.},
  journal={Molecular Biology and Evolution},
  volume={37},
  pages={2450-2460},
  publisher={Oxford University Press},
  year = "2020"
}

Severity detection tool for patients with infectious disease

Tadesse G et al. (2020), Healthcare Technology Letters, 7(2)

Altmetric score is
BibTeX View PDF
@article{severitydetecti-2020/2,
  title={Severity detection tool for patients with infectious disease},
  author={Tadesse G et al.},
  journal={Healthcare Technology Letters},
  volume={7},
  number={45},
  publisher={Institution of Engineering and Technology},
  year = "2020"
}

Machine learning to evaluate impacts of flood protection in Bangladesh, 1983–2014

Fischer A et al. (2020), Water, 12(2)

Altmetric score is
BibTeX View PDF
@article{machinelearning-2020/2,
  title={Machine learning to evaluate impacts of flood protection in Bangladesh, 1983–2014},
  author={Fischer A et al.},
  journal={Water},
  volume={12},
  number={483},
  publisher={MDPI},
  year = "2020"
}

Multi-modal diagnosis of infectious diseases in the developing world

Tadesse G et al. (2020), IEEE Journal of Biomedical and Health Informatics, 24(7), 2131-2141

Altmetric score is
BibTeX View PDF
@article{multimodaldiagn-2020/1,
  title={Multi-modal diagnosis of infectious diseases in the developing world},
  author={Tadesse G et al.},
  journal={IEEE Journal of Biomedical and Health Informatics},
  volume={24},
  pages={2131-2141},
  publisher={Institute of Electrical and Electronics Engineers},
  year = "2020"
}

Heart rate variability as an indicator of autonomic nervous system disturbance in tetanus

Duong HTH et al. (2019), American Journal of Tropical Medicine and Hygiene, 102(2), 403-407

Altmetric score is
BibTeX View PDF
@article{heartratevariab-2019/12,
  title={Heart rate variability as an indicator of autonomic nervous system disturbance in tetanus},
  author={Duong HTH et al.},
  journal={American Journal of Tropical Medicine and Hygiene},
  volume={102},
  pages={403-407},
  publisher={American Society of Tropical Medicine and Hygiene },
  year = "2019"
}

Early warning score adjusted for age to predict the composite outcome of mortality, cardiac arrest or unplanned intensive care unit admission using observational vital-sign data: a multicentre development and validation

Shamout F et al. (2019), BMJ Open, 9(11)

Altmetric score is
BibTeX View PDF
@article{earlywarningsco-2019/11,
  title={Early warning score adjusted for age to predict the composite outcome of mortality, cardiac arrest or unplanned intensive care unit admission using observational vital-sign data: a multicentre development and validation},
  author={Shamout F et al.},
  journal={BMJ Open},
  volume={9},
  number={e033301},
  publisher={BMJ Publishing Group},
  year = "2019"
}

Combining multi-modal statistics for welfare prediction using deep learning

Sharma P et al. (2019), Sustainability, 11(22)

Altmetric score is
BibTeX View PDF
@article{combiningmultim-2019/11,
  title={Combining multi-modal statistics for welfare prediction using deep learning},
  author={Sharma P et al.},
  journal={Sustainability},
  volume={11},
  number={6312},
  publisher={MDPI},
  year = "2019"
}

Combining Multi-Modal Statistics for Welfare Prediction Using Deep Learning

Sharma P et al. (2019), SUSTAINABILITY, 11(22)

Altmetric score is
BibTeX View PDF
@article{combiningmultim-2019/11,
  title={Combining Multi-Modal Statistics for Welfare Prediction Using Deep Learning},
  author={Sharma P et al.},
  journal={SUSTAINABILITY},
  volume={11},
  number={ARTN 6312},
  year = "2019"
}

Cardiovascular disease diagnosis using cross-domain transfer learning

Tadesse G et al. (2019), 4262-4265

Altmetric score is
BibTeX View PDF
@inproceedings{cardiovasculard-2019/10,
  title={Cardiovascular disease diagnosis using cross-domain transfer learning},
  author={Tadesse G et al.},
  booktitle={2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)},
  pages={4262-4265},
  year = "2019"
}

A computationally efficient algorithm to obtain an accurate and interpretable model of the effect of circadian rhythm on resting heart rate.

Morelli D, Bartoloni L, Rossi A & Clifton DA (2019), Physiological measurement, 40(9), 095001

Altmetric score is
BibTeX View PDF
@article{acomputationall-2019/9,
  title={A computationally efficient algorithm to obtain an accurate and interpretable model of the effect of circadian rhythm on resting heart rate.},
  author={Morelli D, Bartoloni L, Rossi A & Clifton DA},
  journal={Physiological measurement},
  volume={40},
  pages={095001},
  year = "2019"
}

Deep interpretable early warning system for the detection of clinical deterioration

Shamout F, Zhu T, Sharma P, Watkinson PJ & Clifton DA (2019), IEEE Journal of Biomedical and Health Informatics, 24(2), 437-446

Altmetric score is
BibTeX View PDF
@article{deepinterpretab-2019/9,
  title={Deep interpretable early warning system for the detection of clinical deterioration},
  author={Shamout F, Zhu T, Sharma P, Watkinson PJ & Clifton DA},
  journal={IEEE Journal of Biomedical and Health Informatics},
  volume={24},
  pages={437-446},
  publisher={Institute of Electrical and Electronics Engineers},
  year = "2019"
}

Analysis of the Impact of Interpolation Methods of Missing RR-intervals Caused by Motion Artifacts on HRV Features Estimations.

Morelli D, Rossi A, Cairo M & Clifton DA (2019), Sensors (Basel, Switzerland), 19(14)

Altmetric score is
BibTeX View PDF
@article{analysisoftheim-2019/7,
  title={Analysis of the Impact of Interpolation Methods of Missing RR-intervals Caused by Motion Artifacts on HRV Features Estimations.},
  author={Morelli D, Rossi A, Cairo M & Clifton DA},
  journal={Sensors (Basel, Switzerland)},
  volume={19},
  year = "2019"
}

Blockchain in health care: hype, trust, and digital health.

Leeming G, Ainsworth J & Clifton DA (2019), Lancet (London, England), 393(10190), 2476-2477

Altmetric score is
BibTeX View PDF
@article{blockchaininhea-2019/6,
  title={Blockchain in health care: hype, trust, and digital health.},
  author={Leeming G, Ainsworth J & Clifton DA},
  journal={Lancet (London, England)},
  volume={393},
  pages={2476-2477},
  year = "2019"
}

Achieving affordable critical care in low-income and middle-income countries

Turner H et al. (2019), BMJ Global Health, 4(3)

Altmetric score is
BibTeX View PDF
@article{achievingafford-2019/6,
  title={Achieving affordable critical care in low-income and middle-income countries},
  author={Turner H et al.},
  journal={BMJ Global Health},
  volume={4},
  publisher={BMJ Publishing Group},
  year = "2019"
}

Patient centred variables with univariate associations with unplanned ICU admission: a systematic review

Malycha J et al. (2019), BMC Medical Informatics and Decision Making, 19(1)

Altmetric score is
BibTeX View PDF
@article{patientcentredv-2019/5,
  title={Patient centred variables with univariate associations with unplanned ICU admission: a systematic review},
  author={Malycha J et al.},
  journal={BMC Medical Informatics and Decision Making},
  volume={19},
  number={98},
  publisher={BioMed Central},
  year = "2019"
}

How to maintain the maximal level of blinding in randomisation for a placebo-controlled drug trial

Clifton L & Clifton D (2019), Contemporary Clinical Trials Communications, 14

Altmetric score is
BibTeX View PDF
@article{howtomaintainth-2019/4,
  title={How to maintain the maximal level of blinding in randomisation for a placebo-controlled drug trial},
  author={Clifton L & Clifton D},
  journal={Contemporary Clinical Trials Communications},
  volume={14},
  number={100356},
  publisher={Elsevier},
  year = "2019"
}

The effect of fractional inspired oxygen concentration on early warning score performance: a database analysis

Malycha J et al. (2019), Resuscitation, 139, 192-199

Altmetric score is
BibTeX View PDF
@article{theeffectoffrac-2019/4,
  title={The effect of fractional inspired oxygen concentration on early warning score performance: a database analysis},
  author={Malycha J et al.},
  journal={Resuscitation},
  volume={139},
  pages={192-199},
  publisher={Elsevier},
  year = "2019"
}

Patient-specific physiological monitoring and prediction using structured Gaussian processes

Zhu T et al. (2019), IEEE Access, 7, 58094-58103

Altmetric score is
BibTeX View PDF
@article{patientspecific-2019/4,
  title={Patient-specific physiological monitoring and prediction using structured Gaussian processes},
  author={Zhu T et al.},
  journal={IEEE Access},
  volume={7},
  pages={58094-58103},
  publisher={Institute of Electrical and Electronics Engineers},
  year = "2019"
}

The correlation between baseline score and post-intervention score, and its implications for statistical analysis

Clifton L & Clifton D (2019), Trials, 43(20)

Altmetric score is
BibTeX View PDF
@article{thecorrelationb-2019/1,
  title={The correlation between baseline score and post-intervention score, and its implications for statistical analysis},
  author={Clifton L & Clifton D},
  journal={Trials},
  volume={43},
  publisher={BioMed Central},
  year = "2019"
}

DeepAMR for predicting co-occurrent resistance of Mycobacterium tuberculosis

Yang Y et al. (2019), Bioinformatics, 35(18), 3240-3249

Altmetric score is
BibTeX View PDF
@article{deepamrforpredi-2019/1,
  title={DeepAMR for predicting co-occurrent resistance of Mycobacterium tuberculosis},
  author={Yang Y et al.},
  journal={Bioinformatics},
  volume={35},
  pages={3240-3249},
  publisher={Oxford University Press},
  year = "2019"
}

Gaussian processes for personalized interpretable volatility metrics in the step-down ward

Colopy GW, Roberts SJ & Clifton D (2019), IEEE Journal of Biomedical and Health Informatics, 23(3), 949-959

Altmetric score is
BibTeX View PDF
@article{gaussianprocess-2019/1,
  title={Gaussian processes for personalized interpretable volatility metrics in the step-down ward},
  author={Colopy GW, Roberts SJ & Clifton D},
  journal={IEEE Journal of Biomedical and Health Informatics},
  volume={23},
  pages={949-959},
  publisher={Institute of Electrical and Electronics Engineers},
  year = "2019"
}

Predicting atrial fibrillation in primary care using machine learning.

Hill NR et al. (2019), PloS one, 14(11), e0224582

Altmetric score is
BibTeX View PDF
@article{predictingatria-2019/1,
  title={Predicting atrial fibrillation in primary care using machine learning.},
  author={Hill NR et al.},
  journal={PloS one},
  volume={14},
  pages={e0224582},
  year = "2019"
}

Estimation of respiratory rate from motion contaminated photoplethysmography signals incorporating accelerometry

Jarchi D et al. (2018), Healthcare Technology Letters, 6(1), 19-26

Altmetric score is
BibTeX View PDF
@article{estimationofres-2018/12,
  title={Estimation of respiratory rate from motion contaminated photoplethysmography signals incorporating accelerometry},
  author={Jarchi D et al.},
  journal={Healthcare Technology Letters},
  volume={6},
  pages={19-26},
  publisher={Institution of Engineering and Technology},
  year = "2018"
}

Application of machine learning techniques to tuberculosis drug resistance analysis

Kouchaki S et al. (2018), Bioinformatics, 35(13), 2276-2282

Altmetric score is
BibTeX View PDF
@article{applicationofma-2018/11,
  title={Application of machine learning techniques to tuberculosis drug resistance analysis},
  author={Kouchaki S et al.},
  journal={Bioinformatics},
  volume={35},
  pages={2276-2282},
  publisher={Oxford University Press},
  year = "2018"
}

Distributed inference condition monitoring system for rural infrastructure in the developing world

Greeff H, Manandhar A, Thomson P, Hope R & Clifton DA (2018), IEEE Sensors Journal, 19(5), 1820-1828

Altmetric score is
BibTeX View PDF
@article{distributedinfe-2018/11,
  title={Distributed inference condition monitoring system for rural infrastructure in the developing world},
  author={Greeff H, Manandhar A, Thomson P, Hope R & Clifton DA},
  journal={IEEE Sensors Journal},
  volume={19},
  pages={1820-1828},
  publisher={IEEE},
  year = "2018"
}

Comparing different ways of calculating sample size for two independent means: A worked example

Clifton L, Birks J & Clifton D (2018), Contemporary Clinical Trials Communications, 13

Altmetric score is
BibTeX View PDF
@article{comparingdiffer-2018/11,
  title={Comparing different ways of calculating sample size for two independent means: A worked example},
  author={Clifton L, Birks J & Clifton D},
  journal={Contemporary Clinical Trials Communications},
  volume={13},
  number={100309},
  publisher={Elsevier},
  year = "2018"
}

Prediction of susceptibility to first-line tuberculosis drugs by DNA sequencing

Allix-Béguec C et al. (2018), New England Journal of Medicine, 379(15), 1403-1415

Altmetric score is
BibTeX View PDF
@article{predictionofsus-2018/10,
  title={Prediction of susceptibility to first-line tuberculosis drugs by DNA sequencing},
  author={Allix-Béguec C et al.},
  journal={New England Journal of Medicine},
  volume={379},
  pages={1403-1415},
  publisher={Massachusetts Medical Society},
  year = "2018"
}

Validation of instantaneous respiratory rate using reflectance PPG from different body positions

Jarchi D, Salvi D, Tarassenko L & Clifton D (2018), Sensors, 18(11)

Altmetric score is
BibTeX View PDF
@article{validationofins-2018/10,
  title={Validation of instantaneous respiratory rate using reflectance PPG from different body positions},
  author={Jarchi D, Salvi D, Tarassenko L & Clifton D},
  journal={Sensors},
  volume={18},
  number={3705},
  publisher={MDPI},
  year = "2018"
}

Predicting in-hospital mortality and unanticipated admissions to the intensive care unit using routinely collected blood tests and vital signs: development and validation of a multivariable model

Redfern O et al. (2018), Resuscitation, 133, 75-81

Altmetric score is
BibTeX View PDF
@article{predictinginhos-2018/9,
  title={Predicting in-hospital mortality and unanticipated admissions to the intensive care unit using routinely collected blood tests and vital signs: development and validation of a multivariable model},
  author={Redfern O et al.},
  journal={Resuscitation},
  volume={133},
  pages={75-81},
  publisher={Elsevier},
  year = "2018"
}

Smoothing effect in vital-sign recordings: fact or fiction? A retrospective cohort analysis of manual and continuous vital-sign measurements to assess data smoothing in post-operative care

Tomlinson HR et al. (2018), Anesthesia and Analgesia, 127(4), 960-966

Altmetric score is
BibTeX View PDF
@article{smoothingeffect-2018/8,
  title={Smoothing effect in vital-sign recordings: fact or fiction? A retrospective cohort analysis of manual and continuous vital-sign measurements to assess data smoothing in post-operative care},
  author={Tomlinson HR et al.},
  journal={Anesthesia and Analgesia},
  volume={127},
  pages={960-966},
  publisher={Lippincott Williams & Wilkins},
  year = "2018"
}

Unsupervised Bayesian inference to fuse biosignal sensory estimates for personalising care

Zhu TT, Pimentel MAF, Clifford G & Clifton DA (2018), IEEE Journal of Biomedical and Health Informatics, 23(1), 47-58

Altmetric score is
BibTeX View PDF
@article{unsupervisedbay-2018/6,
  title={Unsupervised Bayesian inference to fuse biosignal sensory estimates for personalising care},
  author={Zhu TT, Pimentel MAF, Clifford G & Clifton DA},
  journal={IEEE Journal of Biomedical and Health Informatics},
  volume={23},
  pages={47-58},
  publisher={IEEE},
  year = "2018"
}

Accelerometry-Based Estimation of Respiratory Rate for Post-Intensive Care Patient Monitoring

Jarchi D, Rodgers SJ, Tarassenko L & Clifton DA (2018), IEEE SENSORS JOURNAL, 18(12), 4981-4989

Altmetric score is
BibTeX View PDF
@article{accelerometryba-2018/6,
  title={Accelerometry-Based Estimation of Respiratory Rate for Post-Intensive Care Patient Monitoring},
  author={Jarchi D, Rodgers SJ, Tarassenko L & Clifton DA},
  journal={IEEE SENSORS JOURNAL},
  volume={18},
  pages={4981-4989},
  year = "2018"
}

Bayesian fusion of physiological measurements using a signal quality extension

Zhu TT, Johnson AEW, Yang Y, Clifford GD & Clifton D (2018), Physiological Measurement , 39

Altmetric score is
BibTeX View PDF
@article{bayesianfusiono-2018/6,
  title={Bayesian fusion of physiological measurements using a signal quality extension},
  author={Zhu TT, Johnson AEW, Yang Y, Clifford GD & Clifton D},
  journal={Physiological Measurement
},
  volume={39 },
  publisher={IOP Publishing},
  year = "2018"
}

Manual centile-based early warning scores derived from statistical distributions of observational vital-sign data

Watkinson P, Pimentel M, Clifton D & Tarassenko L (2018), Resuscitation, 129, 55-60

Altmetric score is
BibTeX View PDF
@article{manualcentileba-2018/6,
  title={Manual centile-based early warning scores derived from statistical distributions of observational vital-sign data},
  author={Watkinson P, Pimentel M, Clifton D & Tarassenko L},
  journal={Resuscitation},
  volume={129},
  pages={55-60},
  publisher={Elsevier},
  year = "2018"
}

Applied machine learning for the prediction of growth of abdominal aortic aneurysm in humans

Lee R et al. (2018), EJVES Short Reports, 39, 24-28

Altmetric score is
BibTeX View PDF
@article{appliedmachinel-2018/5,
  title={Applied machine learning for the prediction of growth of abdominal aortic aneurysm in humans},
  author={Lee R et al.},
  journal={EJVES Short Reports},
  volume={39},
  pages={24-28},
  publisher={Elsevier},
  year = "2018"
}

Point process models for novelty detection on spatial point patterns and their extremes

Pimentel MAF, Watkinson PJ & Clifton DA (2018), Computational Statistics and Data Analysis, 125, 86-103

Altmetric score is
BibTeX View PDF
@article{pointprocessmod-2018/4,
  title={Point process models for novelty detection on spatial point patterns and their extremes},
  author={Pimentel MAF, Watkinson PJ & Clifton DA},
  journal={Computational Statistics and Data Analysis},
  volume={125},
  pages={86-103},
  publisher={Elsevier},
  year = "2018"
}

Visualisation of long-term ECG signals applied to post-intensive care patients

Jarchi D, Mahdi A, Tarassenko L & Clifton DA (2018), Proceedings of the 2018 IEEE 15th International Conference on Wearable and Implantable Body Sensor Networks (BSN), 165-168

Altmetric score is
BibTeX View PDF
@inproceedings{visualisationof-2018/4,
  title={Visualisation of long-term ECG signals applied to post-intensive care patients},
  author={Jarchi D, Mahdi A, Tarassenko L & Clifton DA},
  booktitle={2018 IEEE 15th International Conference on Wearable and Implantable Body Sensor Networks (BSN)},
  pages={165-168},
  year = "2018"
}

Estimation of HRV and SpO2 from wrist-worn commercial sensors for clinical settings

Jarchi D et al. (2018), Proceedings of the 2018 IEEE 15th International Conference on Wearable and Implantable Body Sensor Networks (BSN 2018), 144-147

Altmetric score is
BibTeX View PDF
@inproceedings{estimationofhrv-2018/4,
  title={Estimation of HRV and SpO2 from wrist-worn commercial sensors for clinical settings},
  author={Jarchi D et al.},
  booktitle={2018 IEEE 15th International Conference on Wearable and Implantable Body Sensor Networks (BSN)},
  pages={144-147},
  year = "2018"
}

Identifying patient-specific trajectories in haemodialysis using Bayesian Hierarchical Gaussian Processes

Zhu T, Colopy GW, Pugh CW & Clifton DA (2018), 2018 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2018, 2018-January, 186-189

Altmetric score is
BibTeX View PDF
@inproceedings{identifyingpati-2018/4,
  title={Identifying patient-specific trajectories in haemodialysis using Bayesian Hierarchical Gaussian Processes},
  author={Zhu T, Colopy GW, Pugh CW & Clifton DA},
  pages={186-189},
  year = "2018"
}

Implementing an electronic observation and early warning score chart in the emergency department: a feasibility study.

Pullinger R et al. (2017), European journal of emergency medicine : official journal of the European Society for Emergency Medicine, 24(6), e11-e16

Altmetric score is
BibTeX View PDF
@article{implementingane-2017/12,
  title={Implementing an electronic observation and early warning score chart in the emergency department: a feasibility study.},
  author={Pullinger R et al.},
  journal={European journal of emergency medicine : official journal of the European Society for Emergency Medicine},
  volume={24},
  pages={e11-e16},
  year = "2017"
}

Bayesian optimisation of personalised models for patient vital-sign monitoring

Colopy GW, Roberts SJ & Clifton DA (2017), IEEE Journal of Biomedical and Health Informatics, 22(2), 301-310

Altmetric score is
BibTeX View PDF
@article{bayesianoptimis-2017/12,
  title={Bayesian optimisation of personalised models for patient vital-sign monitoring},
  author={Colopy GW, Roberts SJ & Clifton DA},
  journal={IEEE Journal of Biomedical and Health Informatics},
  volume={22},
  pages={301-310},
  publisher={IEEE},
  year = "2017"
}

A robust fusion model for estimating respiratory rate from photoplethysmography and electrocardiography

Birrenkott DA, Pimentel MAF, Watkinson PJ & Clifton DA (2017), IEEE Transactions on Biomedical Engineering, 65(9), 2033-2041

Altmetric score is
BibTeX View PDF
@article{arobustfusionmo-2017/12,
  title={A robust fusion model for estimating respiratory rate from photoplethysmography and electrocardiography},
  author={Birrenkott DA, Pimentel MAF, Watkinson PJ & Clifton DA},
  journal={IEEE Transactions on Biomedical Engineering},
  volume={65},
  pages={2033-2041},
  publisher={Institute of Electrical and Electronics Engineers},
  year = "2017"
}

Machine learning for classifying tuberculosis drug-resistance from DNA sequencing data

Yang Y et al. (2017), Bioinformatics, 36(10), 1666-1671

Altmetric score is
BibTeX View PDF
@article{machinelearning-2017/12,
  title={Machine learning for classifying tuberculosis drug-resistance from DNA sequencing data},
  author={Yang Y et al.},
  journal={Bioinformatics},
  volume={36},
  pages={1666-1671},
  publisher={Oxford University Press},
  year = "2017"
}

Bayesian Optimisation of Personalised Models for Patient Vital-Sign Monitoring.

Colopy GW, Roberts S & Clifton D (2017), IEEE journal of biomedical and health informatics

Altmetric score is
BibTeX View PDF
@article{bayesianoptimis-2017/12,
  title={Bayesian Optimisation of Personalised Models for Patient Vital-Sign Monitoring.},
  author={Colopy GW, Roberts S & Clifton D},
  journal={IEEE journal of biomedical and health informatics},
  year = "2017"
}

A robust fusion model for estimating respiratory rate from photoplethysmography and electrocardiography

Birrenkott D, Pimentel M, Watkinson P & Clifton D (2017), IEEE Transactions of Biomedical Engineering, 65(9), 2033-2041

Altmetric score is
BibTeX View PDF
@article{arobustfusionmo-2017/12,
  title={A robust fusion model for estimating respiratory rate from photoplethysmography and electrocardiography},
  author={Birrenkott D, Pimentel M, Watkinson P & Clifton D},
  journal={IEEE Transactions of Biomedical Engineering},
  volume={65},
  pages={2033-2041},
  publisher={IEEE},
  year = "2017"
}

Component isolation for multi-component signal analysis using a non-parametric gaussian latent feature model

Yang Y, Peng Z, Dong X, Zhang W & Clifton DA (2017), Mechanical Systems and Signal Processing, 103, 368-380

Altmetric score is
BibTeX View PDF
@article{componentisolat-2017/11,
  title={Component isolation for multi-component signal analysis using a non-parametric gaussian latent feature model},
  author={Yang Y, Peng Z, Dong X, Zhang W & Clifton DA},
  journal={Mechanical Systems and Signal Processing},
  volume={103},
  pages={368-380},
  publisher={Elsevier},
  year = "2017"
}

Breathing rate estimation from the electrocardiogram and photoplethysmogram: a review

Charlton P et al. (2017), IEEE Reviews in Biomedical Engineering, 11, 2-20

Altmetric score is
BibTeX View PDF
@article{breathingratees-2017/10,
  title={Breathing rate estimation from the electrocardiogram and photoplethysmogram: a review},
  author={Charlton P et al.},
  journal={IEEE Reviews in Biomedical Engineering},
  volume={11},
  pages={2-20},
  publisher={IEEE},
  year = "2017"
}

Likelihood-based artefact detection in continuously-acquired patient vital signs

Colopy GW, Zhu T, Clifton L, Roberts SJ & Clifton DA (2017), 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2146-2149

Altmetric score is
BibTeX View PDF
@inproceedings{likelihoodbased-2017/9,
  title={Likelihood-based artefact detection in continuously-acquired patient vital signs},
  author={Colopy GW, Zhu T, Clifton L, Roberts SJ & Clifton DA},
  pages={2146-2149},
  year = "2017"
}

Profiling the propagation of error from PPG to HRV features in a wearable physiological-monitoring device

Morelli D, Bartoloni L, Colombo M, Plans D & Clifton DA (2017), Healthcare Technology Letters, 5(2), 59-64

Altmetric score is
BibTeX View PDF
@article{profilingthepro-2017/7,
  title={Profiling the propagation of error from PPG to HRV features in a wearable physiological-monitoring device},
  author={Morelli D, Bartoloni L, Colombo M, Plans D & Clifton DA},
  journal={Healthcare Technology Letters},
  volume={5},
  pages={59-64},
  publisher={Institution of Engineering and Technology},
  year = "2017"
}

Personalised patient monitoring in haemodialysis using hierarchical Gaussian processes

Zhu T, Colopy GW, Pugh CW & Clifton DA (2017), 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society

Altmetric score is
BibTeX
@inproceedings{personalisedpat-2017/5,
  title={Personalised patient monitoring in haemodialysis using hierarchical Gaussian processes},
  author={Zhu T, Colopy GW, Pugh CW & Clifton DA},
  year = "2017"
}

Drug resistance classification for Mycobacterium tuberculosis using multi-output model with stacked auto-encoders

Yang Y & Clifton D (2017), 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’17)

Altmetric score is
BibTeX
@inproceedings{drugresistancec-2017/5,
  title={Drug resistance classification for Mycobacterium tuberculosis using multi-output model with stacked auto-encoders},
  author={Yang Y & Clifton D},
  year = "2017"
}

Comparing different ways of calculating sample size for a randomised controlled trial using baseline and post-intervention measurements

Clifton L, Birks J & Clifton D (2017), 4th International Clinical Trials Methodology Conference (ICTMC) and the 38th Annual Meeting of the Society for Clinical Trials

Altmetric score is
BibTeX View PDF
@inproceedings{comparingdiffer-2017/5,
  title={Comparing different ways of calculating sample size for a randomised controlled trial using baseline and post-intervention measurements},
  author={Clifton L, Birks J & Clifton D},
  year = "2017"
}

Bayesian optimisation of Gaussian processes for identifying the deteriorating patient

Colopy GW, Pimentel MAF, Roberts SJ & Clifton DA (2017), 2017 IEEE International Conference on Biomedical and Health Informatics, 85-88

Altmetric score is
BibTeX View PDF
@inproceedings{bayesianoptimis-2017/4,
  title={Bayesian optimisation of Gaussian processes for identifying the deteriorating patient},
  author={Colopy GW, Pimentel MAF, Roberts SJ & Clifton DA},
  pages={85-88},
  year = "2017"
}

Accidental infrastructure for groundwater monitoring in Africa

Colchester F, Marais HG, Thomson P, Hope R & Clifton DA (2017), Environmental Modelling and Software, 91, 241-250

Altmetric score is
BibTeX View PDF
@article{accidentalinfra-2017/2,
  title={Accidental infrastructure for groundwater monitoring in Africa},
  author={Colchester F, Marais HG, Thomson P, Hope R & Clifton DA},
  journal={Environmental Modelling and Software},
  volume={91},
  pages={241-250},
  publisher={Elsevier},
  year = "2017"
}

Extraction of respiratory signals from the electrocardiogram and photoplethysmogram: technical and physiological determinants

Charlton PH et al. (2017), Physiological Measurement, 38(5), 669-690

Altmetric score is
BibTeX View PDF
@article{extractionofres-2017/1,
  title={Extraction of respiratory signals from the electrocardiogram and photoplethysmogram: technical and physiological determinants},
  author={Charlton PH et al.},
  journal={Physiological Measurement},
  volume={38},
  pages={669-690},
  publisher={IOP Publishing},
  year = "2017"
}

Bayesian Optimisation of Gaussian Processes for Identifying the Deteriorating Patient

Colopy GW, Pimentel MAF, Roberts S & Clifton DA (2017), 2017 IEEE EMBS INTERNATIONAL CONFERENCE ON BIOMEDICAL & HEALTH INFORMATICS (BHI)

Altmetric score is
BibTeX View PDF
@inproceedings{bayesianoptimis-2017/1,
  title={Bayesian Optimisation of Gaussian Processes for Identifying the Deteriorating Patient},
  author={Colopy GW, Pimentel MAF, Roberts S & Clifton DA},
  year = "2017"
}

Analysis of teens’ chronic stress on micro-blog

Xue Y et al. (2016), WISE 2016: Web Information Systems Engineering, 10042, 121-136

Altmetric score is
BibTeX View PDF
@inproceedings{analysisofteens-2016/11,
  title={Analysis of teens’ chronic stress on micro-blog},
  author={Xue Y et al.},
  pages={121-136},
  year = "2016"
}

Hospital Alerting Via Electronic Noticeboard (HAVEN) Study Protocol

Watkinson P et al. (2016), HAVEN Project

Altmetric score is
BibTeX
@misc{hospitalalertin-2016/11,
  title={Hospital Alerting Via Electronic Noticeboard (HAVEN) Study Protocol},
  author={Watkinson P et al.},
  year = "2016"
}

Risk prediction for cardiovascular disease using ECG data in the China Kadoorie Biobank

Shen Y et al. (2016), EMBC 16: 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society

Altmetric score is
BibTeX View PDF
@inproceedings{riskpredictionf-2016/10,
  title={Risk prediction for cardiovascular disease using ECG data in the China Kadoorie Biobank},
  author={Shen Y et al.},
  year = "2016"
}

Robust estimation of respiratory rate via ECG- and PPG-derived respiratory quality indices

Birrenkott D, Pimentel MAF, Watkinson PJ & Clifton DA (2016), EMBC 16: 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society

Altmetric score is
BibTeX View PDF
@inproceedings{robustestimatio-2016/10,
  title={Robust estimation of respiratory rate via ECG- and PPG-derived respiratory quality indices},
  author={Birrenkott D, Pimentel MAF, Watkinson PJ & Clifton DA},
  year = "2016"
}

Bayesian Gaussian processes for identifying the deteriorating patient

Colopy GW, Pimentel MAF, Roberts SJ & Clifton DA (2016), 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

Altmetric score is
BibTeX View PDF
@inproceedings{bayesiangaussia-2016/10,
  title={Bayesian Gaussian processes for identifying the deteriorating patient},
  author={Colopy GW, Pimentel MAF, Roberts SJ & Clifton DA},
  year = "2016"
}

Towards a robust estimation of respiratory rate from pulse oximeters

Pimentel MAF et al. (2016), IEEE Transactions on Biomedical Engineering

Altmetric score is
BibTeX View PDF
@article{towardsarobuste-2016/10,
  title={Towards a robust estimation of respiratory rate from pulse oximeters},
  author={Pimentel MAF et al.},
  journal={IEEE Transactions on Biomedical Engineering},
  publisher={Institute of Electrical and Electronics Engineers},
  year = "2016"
}

One-class classification of point patterns of extremes

Luca S, Clifton DA & Vanrumste B (2016), Journal of Machine Learning Research, 17(191), 1-21

Altmetric score is
BibTeX
@article{oneclassclassif-2016/9,
  title={One-class classification of point patterns of extremes},
  author={Luca S, Clifton DA & Vanrumste B},
  journal={Journal of Machine Learning Research},
  volume={17},
  pages={1-21},
  publisher={Journal of Machine Learning Research},
  year = "2016"
}

Identifying lineage effects when controlling for population structure improves power in bacterial association studies

Earle SG et al. (2016), Nature Microbiology, 1(5)

Altmetric score is
BibTeX View PDF
@article{identifyingline-2016/4,
  title={Identifying lineage effects when controlling for population structure improves power in bacterial association studies},
  author={Earle SG et al.},
  journal={Nature Microbiology},
  volume={1},
  number={16041},
  publisher={Nature Research},
  year = "2016"
}

An assessment of algorithms to estimate respiratory rate from the electrocardiogram and photoplethysmogram.

Charlton PH et al. (2016), Physiological measurement, 37(4), 610-626

Altmetric score is
BibTeX View PDF
@article{anassessmentofa-2016/3,
  title={An assessment of algorithms to estimate respiratory rate from the electrocardiogram and photoplethysmogram.},
  author={Charlton PH et al.},
  journal={Physiological measurement},
  volume={37},
  pages={610-626},
  year = "2016"
}

Analysis of a data-fusion system for continuous vital sign monitoring in an emergency department.

Wilson SJ et al. (2016), European journal of emergency medicine : official journal of the European Society for Emergency Medicine, 23(1), 28-32

Altmetric score is
BibTeX View PDF
@article{analysisofadata-2016/2,
  title={Analysis of a data-fusion system for continuous vital sign monitoring in an emergency department.},
  author={Wilson SJ et al.},
  journal={European journal of emergency medicine : official journal of the European Society for Emergency Medicine},
  volume={23},
  pages={28-32},
  year = "2016"
}

Machine learning and decision support in critical care

Johnson AEW et al. (2016), Proceedings of the IEEE, 104(2), 444-466

Altmetric score is
BibTeX View PDF
@article{machinelearning-2016/1,
  title={Machine learning and decision support in critical care},
  author={Johnson AEW et al.},
  journal={Proceedings of the IEEE},
  volume={104},
  pages={444-466},
  publisher={IEEE},
  year = "2016"
}

State-space approximations to Gaussian processes for patient vital-sign monitoring in computationally-constrained clinical environments

Colopy GW, Pimentel MAF, Roberts SJ & Clifton DA (2016), MEIbioeng 2016

Altmetric score is
BibTeX
@inproceedings{statespaceappro-2016/1,
  title={State-space approximations to Gaussian processes for patient vital-sign monitoring in computationally-constrained clinical environments},
  author={Colopy GW, Pimentel MAF, Roberts SJ & Clifton DA},
  year = "2016"
}

Bayesian fusion of algorithms for the robust estimation of respiratory rate from the photoplethysmogram

Zhu T, Pimentel MAF, Clifford GD & Clifton DA (2015), Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 2015-November, 6138-6141

Altmetric score is
BibTeX View PDF
@inproceedings{bayesianfusiono-2015/11,
  title={Bayesian fusion of algorithms for the robust estimation of respiratory rate from the photoplethysmogram},
  author={Zhu T, Pimentel MAF, Clifford GD & Clifton DA},
  pages={6138-6141},
  year = "2015"
}

Whole-genome sequencing for prediction of Mycobacterium tuberculosis drug susceptibility and resistance: a retrospective cohort study

Walker T, Kohl T, Omar S, Iqbal Z & al. E (2015), Lancet. Infectious diseases, 15(10), 1193-1202

Altmetric score is
BibTeX View PDF
@article{wholegenomesequ-2015/10,
  title={Whole-genome sequencing for prediction of Mycobacterium tuberculosis drug susceptibility and resistance: a retrospective cohort study},
  author={Walker T, Kohl T, Omar S, Iqbal Z & al. E},
  journal={Lancet. Infectious diseases},
  volume={15},
  pages={1193-1202},
  publisher={Elsevier},
  year = "2015"
}

Health informatics via machine learning for the clinical management of patients.

Clifton DA, Niehaus KE, Charlton P & Colopy GW (2015), Yearbook of Medical Informatics, 10(1), 38-43

Altmetric score is
BibTeX View PDF
@article{healthinformati-2015/8,
  title={Health informatics via machine learning for the clinical management of patients.},
  author={Clifton DA, Niehaus KE, Charlton P & Colopy GW},
  journal={Yearbook of Medical Informatics},
  volume={10},
  pages={38-43},
  publisher={Thieme Publishing},
  year = "2015"
}

Phenotypic characterisation of Crohn's disease severity.

Niehaus KE, Uhlig HH & Clifton DA (2015), Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference, 2015, 7023-7026

Altmetric score is
BibTeX View PDF
@inproceedings{phenotypicchara-2015/8,
  title={Phenotypic characterisation of Crohn's disease severity.},
  author={Niehaus KE, Uhlig HH & Clifton DA},
  pages={7023-7026},
  year = "2015"
}

Fusing continuous-valued medical labels using a Bayesian Model

Zhu T, Dunkley N, Behar J, Clifton D & Clifford GD (2015), Annals of Biomedical Engineering, 43(12), 2892-2902

Altmetric score is
BibTeX View PDF
@article{fusingcontinuou-2015/6,
  title={Fusing continuous-valued medical labels using a Bayesian Model},
  author={Zhu T, Dunkley N, Behar J, Clifton D & Clifford GD},
  journal={Annals of Biomedical Engineering},
  volume={43},
  pages={2892-2902},
  publisher={Springer Verlag},
  year = "2015"
}

Fusing continuous-valued medical labels using a Bayesian model

Zhu T, Dunkley N, Behar J, Clifton DA & Clifford GD (2015), Annals of Biomedical Engineering, 43(12), 2892-2902

Altmetric score is
BibTeX View PDF
@article{fusingcontinuou-2015/6,
  title={Fusing continuous-valued medical labels using a Bayesian model},
  author={Zhu T, Dunkley N, Behar J, Clifton DA & Clifford GD},
  journal={Annals of Biomedical Engineering},
  volume={43},
  pages={2892-2902},
  publisher={Springer},
  year = "2015"
}

Signal-quality indices for the electrocardiogram and photoplethysmogram: derivation and applications to wireless monitoring.

Orphanidou C et al. (2015), IEEE journal of biomedical and health informatics, 19(3), 832-838

Altmetric score is
BibTeX View PDF
@article{signalqualityin-2015/5,
  title={Signal-quality indices for the electrocardiogram and photoplethysmogram: derivation and applications to wireless monitoring.},
  author={Orphanidou C et al.},
  journal={IEEE journal of biomedical and health informatics},
  volume={19},
  pages={832-838},
  year = "2015"
}

Smart handpumps: a preliminary data analysis

Colchester F, Greeff H, Thomson P, Hope R & Clifton D (2015), Appropriate Healthcare Technologies for Low Resource Settings (AHT 2014), 2014(CP632), 1-4

Altmetric score is
BibTeX View PDF
@inproceedings{smarthandpumpsa-2015/4,
  title={Smart handpumps: a preliminary data analysis},
  author={Colchester F, Greeff H, Thomson P, Hope R & Clifton D},
  pages={1-4},
  year = "2015"
}

Multitask Gaussian processes for multivariate physiological time-series analysis.

Dürichen R, Pimentel MAF, Clifton L, Schweikard A & Clifton DA (2015)

Altmetric score is
BibTeX View PDF
@article{multitaskgaussi-2015/1,
  title={

Multitask Gaussian processes for multivariate physiological time-series analysis.

},
  author={Dürichen R, Pimentel MAF, Clifton L, Schweikard A & Clifton DA},
  journal={},
  publisher={IEEE},
  year = "2015"
}

'Errors' and omissions in paper-based early warning scores: the association with changes in vital signs-a database analysis.

Clifton DA et al. (2015), BMJ open, 5(7), e007376

Altmetric score is
BibTeX View PDF
@article{errorsandomissi-2015/1,
  title={'Errors' and omissions in paper-based early warning scores: the association with changes in vital signs-a database analysis.},
  author={Clifton DA et al.},
  journal={BMJ open},
  volume={5},
  pages={e007376},
  publisher={BMJ Publishing Group},
  year = "2015"
}

Probabilistic estimation of respiratory rate from wearable sensors

Pimentel MAF, Charlton PH & Clifton DA (2015), 15, 241-262

Altmetric score is
BibTeX View PDF
@misc{probabilistices-2015/1,
  title={Probabilistic estimation of respiratory rate from wearable sensors},
  author={Pimentel MAF, Charlton PH & Clifton DA},
  year = "2015"
}

A Multivariate Timeseries Modeling Approach to Severity of Illness Assessment and Forecasting in ICU with Sparse, Heterogeneous Clinical Data.

Ghassemi M et al. (2015), Proceedings of the ... AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence, 2015, 446-453

Altmetric score is
BibTeX
@inproceedings{amultivariateti-2015/1,
  title={A Multivariate Timeseries Modeling Approach to Severity of Illness Assessment and Forecasting in ICU with Sparse, Heterogeneous Clinical Data.},
  author={Ghassemi M et al.},
  pages={446-453},
  year = "2015"
}

A unified approach for respiratory motion prediction and correlation with multi-task Gaussian Processes

Dürichen R et al. (2014), IEEE International Workshop on Machine Learning for Signal Processing, MLSP

Altmetric score is
BibTeX View PDF
@inproceedings{aunifiedapproac-2014/9,
  title={A unified approach for respiratory motion prediction and correlation with multi-task Gaussian Processes},
  author={Dürichen R et al.},
  year = "2014"
}

A review of novelty detection

Pimentel MAF, Clifton DA, Clifton L & Tarassenko L (2014), Signal Processing, 99, 215-249

Altmetric score is
BibTeX View PDF
@article{areviewofnovelt-2014/6,
  title={A review of novelty detection},
  author={Pimentel MAF, Clifton DA, Clifton L & Tarassenko L},
  journal={Signal Processing},
  volume={99},
  pages={215-249},
  year = "2014"
}

Probabilistic novelty detection with support vector machines

Clifton L et al. (2014), IEEE Transactions on Reliability, 63(2), 455-467

Altmetric score is
BibTeX View PDF
@article{probabilisticno-2014/6,
  title={Probabilistic novelty detection with support vector machines},
  author={Clifton L et al.},
  journal={IEEE Transactions on Reliability},
  volume={63},
  pages={455-467},
  publisher={Institute of Electrical and Electronics Engineers},
  year = "2014"
}

Non-contact video-based vital sign monitoring using ambient light and auto-regressive models.

Tarassenko L et al. (2014), Physiological measurement, 35(5), 807-831

Altmetric score is
BibTeX View PDF
@article{noncontactvideo-2014/3,
  title={Non-contact video-based vital sign monitoring using ambient light and auto-regressive models.},
  author={Tarassenko L et al.},
  journal={Physiological measurement},
  volume={35},
  pages={807-831},
  publisher={IOP Publishing},
  year = "2014"
}

Multi-task Gaussian process models for biomedical applications

Durichen R, Pimentel MAF, Clifton L, Schweikard A & Clifton DA (2014), 2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014, 492-495

Altmetric score is
BibTeX View PDF
@inproceedings{multitaskgaussi-2014/1,
  title={Multi-task Gaussian process models for biomedical applications},
  author={Durichen R, Pimentel MAF, Clifton L, Schweikard A & Clifton DA},
  pages={492-495},
  year = "2014"
}

A $5 smart blood pressure system

Pimentel MAF et al. (2014), IET Conference Publications, 2014(CP632)

Altmetric score is
BibTeX
@inproceedings{asmartbloodpres-2014/1,
  title={A $5 smart blood pressure system},
  author={Pimentel MAF et al.},
  year = "2014"
}

An intelligent cardiac health monitoring and review system

Zhu T et al. (2014), IET Conference Publications, 2014(CP632)

Altmetric score is
BibTeX
@inproceedings{anintelligentca-2014/1,
  title={An intelligent cardiac health monitoring and review system},
  author={Zhu T et al.},
  year = "2014"
}

Sanitation-related disease surveillance using community health promoters and mobile phone technology

Fathima SF et al. (2014), IET Conference Publications, 2014(CP632)

Altmetric score is
BibTeX
@inproceedings{sanitationrelat-2014/1,
  title={Sanitation-related disease surveillance using community health promoters and mobile phone technology},
  author={Fathima SF et al.},
  year = "2014"
}

Physiological trajectory of patients pre and post ICU discharge.

Johnson AEW et al. (2014), Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference, 2014, 3160-3163

Altmetric score is
BibTeX View PDF
@inproceedings{physiologicaltr-2014/1,
  title={Physiological trajectory of patients pre and post ICU discharge.},
  author={Johnson AEW et al.},
  pages={3160-3163},
  year = "2014"
}

A Bayesian patient-based model for detecting deterioration in vital signs using manual observations

Khalid S, Clifton D & Tarassenko L (2014), Lecture Notes in Computer Science: FHIES 2013: Foundations of Health Information Engineering and Systems, 8315, 146-158

Altmetric score is
BibTeX View PDF
@inproceedings{abayesianpatien-2014/1,
  title={A Bayesian patient-based model for detecting deterioration in vital signs using manual observations},
  author={Khalid S, Clifton D & Tarassenko L},
  pages={146-158},
  year = "2014"
}

Performance of early warning scoring systems to detect patient deterioration in the emergency department

Santos MD, Clifton DA & Tarassenko L (2014), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8315, 159-169

Altmetric score is
BibTeX View PDF
@inproceedings{performanceofea-2014/1,
  title={Performance of early warning scoring systems to detect patient deterioration in the emergency department},
  author={Santos MD, Clifton DA & Tarassenko L},
  pages={159-169},
  year = "2014"
}

Detecting Adolescent Psychological Pressures from Micro-Blog

Xue Y et al. (2014), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8423 LNCS, 83-94

Altmetric score is
BibTeX View PDF
@inproceedings{detectingadoles-2014/1,
  title={Detecting Adolescent Psychological Pressures from Micro-Blog},
  author={Xue Y et al.},
  pages={83-94},
  year = "2014"
}

Detecting Adolescent Psychological Pressures from Micro-Blog

Xue Y et al. (2014), HEALTH INFORMATION SCIENCE, HIS 2014, 8423, 83-94

Altmetric score is
BibTeX
@inproceedings{detectingadoles-2014/,
  title={Detecting Adolescent Psychological Pressures from Micro-Blog},
  author={Xue Y et al.},
  pages={83-94},
  year = "2014"
}

Machine learning for the prediction of antibacterial susceptibility in Mycobacterium tuberculosis

Niehaus KE et al. (2014), 2014 IEEE-EMBS INTERNATIONAL CONFERENCE ON BIOMEDICAL AND HEALTH INFORMATICS (BHI), 618-621

Altmetric score is
BibTeX
@inproceedings{machinelearning-2014/,
  title={Machine learning for the prediction of antibacterial susceptibility in Mycobacterium tuberculosis},
  author={Niehaus KE et al.},
  pages={618-621},
  year = "2014"
}

International workshop on Artificial Intelligence in Medical Applications

Pancerz K et al. (2013), 2013 Federated Conference on Computer Science and Information Systems, FedCSIS 2013, 191

Altmetric score is
BibTeX
@inproceedings{internationalwo-2013/12,
  title={International workshop on Artificial Intelligence in Medical Applications},
  author={Pancerz K et al.},
  pages={191},
  year = "2013"
}

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

Pimentel MAF, Clifton DA & Tarassenko L (2013), IEEE International Workshop on Machine Learning for Signal Processing, MLSP

Altmetric score is
BibTeX View PDF
@inproceedings{gaussianprocess-2013/12,
  title={Gaussian process clustering for the functional characterisation of vital-sign trajectories},
  author={Pimentel MAF, Clifton DA & Tarassenko L},
  year = "2013"
}

Predictive monitoring of mobile patients by combining clinical observations with data from wearable sensors.

Clifton L, Clifton DA, Pimentel MAF, Watkinson PJ & Tarassenko L (2013), IEEE Journal of Biomedical and Health Informatics, 18(3), 722-730

Altmetric score is
BibTeX View PDF
@article{predictivemonit-2013/11,
  title={Predictive monitoring of mobile patients by combining clinical observations with data from wearable sensors.},
  author={Clifton L, Clifton DA, Pimentel MAF, Watkinson PJ & Tarassenko L},
  journal={IEEE Journal of Biomedical and Health Informatics},
  volume={18},
  pages={722-730},
  publisher={Institute of Electrical and Electronics Engineers},
  year = "2013"
}

Assessment of lung function using a non-invasive oscillating gas-forcing technique.

Clifton L, Clifton DA, Hahn CEW & Farmery AD (2013), Respir Physiol Neurobiol, 189(1), 174-182

Altmetric score is
BibTeX View PDF
@article{assessmentoflun-2013/10,
  title={Assessment of lung function using a non-invasive oscillating gas-forcing technique.},
  author={Clifton L, Clifton DA, Hahn CEW & Farmery AD},
  journal={Respir Physiol Neurobiol},
  volume={189},
  pages={174-182},
  year = "2013"
}

Towards a micro-blog platform for sensing and easing adolescent psychological pressures

Xue Y, Clifford GD, Li Q, Clifton DA & Feng L (2013), UbiComp 2013 Adjunct - Adjunct Publication of the 2013 ACM Conference on Ubiquitous Computing, 215-218

Altmetric score is
BibTeX View PDF
@inproceedings{towardsamicrobl-2013/10,
  title={Towards a micro-blog platform for sensing and easing adolescent psychological pressures},
  author={Xue Y, Clifford GD, Li Q, Clifton DA & Feng L},
  pages={215-218},
  year = "2013"
}

Probabilistic estimation of respiratory rate using Gaussian processes

Pimentel MAF, Clifton DA, Clifton L & Tarassenko L (2013), Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 2902-2905

Altmetric score is
BibTeX View PDF
@inproceedings{probabilistices-2013/10,
  title={Probabilistic estimation of respiratory rate using Gaussian processes},
  author={Pimentel MAF, Clifton DA, Clifton L & Tarassenko L},
  pages={2902-2905},
  year = "2013"
}

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

Pimentel MAF, Clifton DA, Clifton L, Watkinson PJ & Tarassenko L (2013), Med Biol Eng Comput, 51(8), 869-877

Altmetric score is
BibTeX View PDF
@article{modellingphysio-2013/8,
  title={Modelling physiological deterioration in post-operative patient vital-sign data.},
  author={Pimentel MAF, Clifton DA, Clifton L, Watkinson PJ & Tarassenko L},
  journal={Med Biol Eng Comput},
  volume={51},
  pages={869-877},
  year = "2013"
}

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

Clifton DA et al. (2013), IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 17(4), 835-842

Altmetric score is
BibTeX View PDF
@article{alargescaleclin-2013/7,
  title={A Large-Scale Clinical Validation of an Integrated Monitoring System in the Emergency Department},
  author={Clifton DA et al.},
  journal={IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS},
  volume={17},
  pages={835-842},
  year = "2013"
}

The digital patient.

Bonnici T, Tarassenko L, Clifton DA & Watkinson P (2013), Clin Med (Lond), 13(3), 252-257

Altmetric score is
BibTeX View PDF
@article{thedigitalpatie-2013/6,
  title={The digital patient.},
  author={Bonnici T, Tarassenko L, Clifton DA & Watkinson P},
  journal={Clin Med (Lond)},
  volume={13},
  pages={252-257},
  year = "2013"
}

The digital patient

Bonnici T, Tarassenko L, Clifton DA & Watkinson P (2013), Clinical Medicine, Journal of the Royal College of Physicians of London, 13(3), 252-257

Altmetric score is
BibTeX View PDF
@article{thedigitalpatie-2013/6,
  title={The digital patient},
  author={Bonnici T, Tarassenko L, Clifton DA & Watkinson P},
  journal={Clinical Medicine, Journal of the Royal College of Physicians of London},
  volume={13},
  pages={252-257},
  year = "2013"
}

Track and trigger in an emergency department: An observational evaluation study

Wilson SJ et al. (2013), Emergency Medicine Journal, 30(3), 186-191

Altmetric score is
BibTeX View PDF
@article{trackandtrigger-2013/3,
  title={Track and trigger in an emergency department: An observational evaluation study},
  author={Wilson SJ et al.},
  journal={Emergency Medicine Journal},
  volume={30},
  pages={186-191},
  year = "2013"
}

An extreme function theory for novelty detection

Clifton DA, Clifton L, Hugueny S, Wong D & Tarassenko L (2013), IEEE Journal on Selected Topics in Signal Processing, 7(1), 28-37

Altmetric score is
BibTeX View PDF
@article{anextremefuncti-2013/2,
  title={An extreme function theory for novelty detection},
  author={Clifton DA, Clifton L, Hugueny S, Wong D & Tarassenko L},
  journal={IEEE Journal on Selected Topics in Signal Processing},
  volume={7},
  pages={28-37},
  year = "2013"
}

Gaussian processes for personalized e-health monitoring with wearable sensors

Clifton L, Clifton DA, Pimentel MAF, Watkinson PJ & Tarassenko L (2013), IEEE Transactions on Biomedical Engineering, 60(1), 193-197

Altmetric score is
BibTeX View PDF
@article{gaussianprocess-2013/1,
  title={Gaussian processes for personalized e-health monitoring with wearable sensors},
  author={Clifton L, Clifton DA, Pimentel MAF, Watkinson PJ & Tarassenko L},
  journal={IEEE Transactions on Biomedical Engineering},
  volume={60},
  pages={193-197},
  year = "2013"
}

A Non-Invasive Method for Estimating Cardiopulmonary Variables Using Breath-by-Breath Injection of Two Tracer Gases.

Clifton L, Clifton D, Hahn CE & Farmeryy AD (2013), IEEE journal of translational engineering in health and medicine

Altmetric score is
BibTeX View PDF
@article{anoninvasivemet-2013/1,
  title={A Non-Invasive Method for Estimating Cardiopulmonary Variables Using Breath-by-Breath Injection of Two Tracer Gases.},
  author={Clifton L, Clifton D, Hahn CE & Farmeryy AD},
  journal={IEEE journal of translational engineering in health and medicine},
  year = "2013"
}

Extending the Generalised Pareto Distribution for Novelty Detection in High-Dimensional Spaces

Clifton DA, Clifton L, Hugueny S & Tarassenko L (2013), Journal of Signal Processing Systems, 1-17

Altmetric score is
BibTeX View PDF
@article{extendingthegen-2013/,
  title={Extending the Generalised Pareto Distribution for Novelty Detection in High-Dimensional Spaces},
  author={Clifton DA, Clifton L, Hugueny S & Tarassenko L},
  journal={Journal of Signal Processing Systems},
  pages={1-17},
  year = "2013"
}

A two-class approach to the detection of physiological deterioration in patient vital signs, with clinical label refinement

Khalid S, Clifton DA, Clifton L & Tarassenko L (2012), IEEE Transactions on Information Technology in Biomedicine, 16(6), 1231-1238

Altmetric score is
BibTeX View PDF
@article{atwoclassapproa-2012/12,
  title={A two-class approach to the detection of physiological deterioration in patient vital signs, with clinical label refinement},
  author={Khalid S, Clifton DA, Clifton L & Tarassenko L},
  journal={IEEE Transactions on Information Technology in Biomedicine},
  volume={16},
  pages={1231-1238},
  year = "2012"
}

Gaussian process regression in vital-sign early warning systems

Clifton L, Clifton DA, Pimentel MAF, Watkinson PJ & Tarassenko L (2012), Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 6161-6164

Altmetric score is
BibTeX View PDF
@inproceedings{gaussianprocess-2012/12,
  title={Gaussian process regression in vital-sign early warning systems},
  author={Clifton L, Clifton DA, Pimentel MAF, Watkinson PJ & Tarassenko L},
  pages={6161-6164},
  year = "2012"
}

Probabilistic detection of vital sign abnormality with Gaussian process regression

Wong D, Clifton DA & Tarassenko L (2012), IEEE 12th International Conference on BioInformatics and BioEngineering, BIBE 2012, 187-192

Altmetric score is
BibTeX View PDF
@article{probabilisticde-2012/12,
  title={Probabilistic detection of vital sign abnormality with Gaussian process regression},
  author={Wong D, Clifton DA & Tarassenko L},
  journal={IEEE 12th International Conference on BioInformatics and BioEngineering, BIBE 2012},
  pages={187-192},
  year = "2012"
}

Machine learning and software engineering in health informatics

Clifton DA, Gibbons J, Davies J & Tarassenko L (2012), 2012 1st International Workshop on Realizing AI Synergies in Software Engineering, RAISE 2012 - Proceedings, 37-41

Altmetric score is
BibTeX View PDF
@article{machinelearning-2012/7,
  title={Machine learning and software engineering in health informatics},
  author={Clifton DA, Gibbons J, Davies J & Tarassenko L},
  journal={2012 1st International Workshop on Realizing AI Synergies in Software Engineering, RAISE 2012 - Proceedings},
  pages={37-41},
  year = "2012"
}

Vital-sign data fusion models for post-operative patients

Pimentel MAF, Clifton DA, Clifton L, Watkinson PJ & Tarassenko L (2012), BIOSIGNALS 2012 - Proceedings of the International Conference on Bio-Inspired Systems and Signal Processing, 410-413

Altmetric score is
BibTeX
@inproceedings{vitalsigndatafu-2012/6,
  title={Vital-sign data fusion models for post-operative patients},
  author={Pimentel MAF, Clifton DA, Clifton L, Watkinson PJ & Tarassenko L},
  pages={410-413},
  year = "2012"
}

Wireless technology in disease management and medicine.

Clifford GD & Clifton D (2012), Annual review of medicine, 63, 479-492

Altmetric score is
BibTeX View PDF
@article{wirelesstechnol-2012/1,
  title={Wireless technology in disease management and medicine.},
  author={Clifford GD & Clifton D},
  journal={Annual review of medicine},
  volume={63},
  pages={479-492},
  year = "2012"
}

Photoplethysmographic derivation of respiratory rate: a review of relevant physiology.

Meredith DJ et al. (2012), Journal of medical engineering & technology, 36(1), 1-7

Altmetric score is
BibTeX View PDF
@article{photoplethysmog-2012/1,
  title={Photoplethysmographic derivation of respiratory rate: a review of relevant physiology.},
  author={Meredith DJ et al.},
  journal={Journal of medical engineering & technology},
  volume={36},
  pages={1-7},
  year = "2012"
}

Depression and cancer

Couper JW, Pollard AC & Clifton DA (2012), Medical Journal of Australia, 1, 13-17

Altmetric score is
BibTeX View PDF
@article{depressionandca-2012/1,
  title={Depression and cancer},
  author={Couper JW, Pollard AC & Clifton DA},
  journal={Medical Journal of Australia},
  volume={1},
  pages={13-17},
  year = "2012"
}

Gaussian process regression in vital-sign early warning systems.

Clifton L, Clifton DA, Pimentel MA, Watkinson PJ & Tarassenko L (2012), Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference, 2012, 6161-6164

Altmetric score is
BibTeX
@article{gaussianprocess-2012/,
  title={Gaussian process regression in vital-sign early warning systems.},
  author={Clifton L, Clifton DA, Pimentel MA, Watkinson PJ & Tarassenko L},
  journal={Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference},
  volume={2012},
  pages={6161-6164},
  year = "2012"
}

Novelty Detection with Multivariate Extreme Value Statistics

Clifton DA, Hugueny S & Tarassenko L (2011), JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY, 65(3), 371-389

Altmetric score is
BibTeX View PDF
@article{noveltydetectio-2011/12,
  title={Novelty Detection with Multivariate Extreme Value Statistics},
  author={Clifton DA, Hugueny S & Tarassenko L},
  journal={JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY},
  volume={65},
  pages={371-389},
  year = "2011"
}

Semiconductor wireless technology for chronic disease management

Tarassenko L & Clifton DA (2011), ELECTRONICS LETTERS, 47(26), S30-S32

Altmetric score is
BibTeX View PDF
@article{semiconductorwi-2011/12,
  title={Semiconductor wireless technology for chronic disease management},
  author={Tarassenko L & Clifton DA},
  journal={ELECTRONICS LETTERS},
  volume={47},
  pages={S30-S32},
  year = "2011"
}

Identification of patient deterioration in vital-sign data using one-class support vector machines

Clifton L, Clifton DA, Watkinson PJ & Tarassenko L (2011), 2011 Federated Conference on Computer Science and Information Systems, FedCSIS 2011, 125-131

Altmetric score is
BibTeX
@inproceedings{identificationo-2011/12,
  title={Identification of patient deterioration in vital-sign data using one-class support vector machines},
  author={Clifton L, Clifton DA, Watkinson PJ & Tarassenko L},
  pages={125-131},
  year = "2011"
}

Towards assisted living via probabilistic vital-sign monitoring in the home

Clifton DA et al. (2011), IET Seminar Digest, 2011(13611)

Altmetric score is
BibTeX View PDF
@inproceedings{towardsassisted-2011/12,
  title={Towards assisted living via probabilistic vital-sign monitoring in the home},
  author={Clifton DA et al.},
  year = "2011"
}

Feature extraction and wall motion classification of 2D stress echocardiography with relevance vector machines

Chykeyuk K, Clifton DA & Noble JA (2011), Proceedings - International Symposium on Biomedical Imaging, 677-680

Altmetric score is
BibTeX View PDF
@article{featureextracti-2011/11,
  title={Feature extraction and wall motion classification of 2D stress echocardiography with relevance vector machines},
  author={Chykeyuk K, Clifton DA & Noble JA},
  journal={Proceedings - International Symposium on Biomedical Imaging},
  pages={677-680},
  year = "2011"
}

Annual Review: Wireless Technology in Disease State Management and Medicine

Clifford GD & Clifton DA (2011), Annual Review of Medicine(63), 479-492

Altmetric score is
BibTeX View PDF
@article{annualreviewwir-2011/11,
  title={Annual Review: Wireless Technology in Disease State Management and Medicine},
  author={Clifford GD & Clifton DA},
  journal={Annual Review of Medicine},
  pages={479-492},
  year = "2011"
}

Novelty detection for identifying deterioration in emergency department patients

Clifton DA et al. (2011), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 6936 LNCS, 220-227

Altmetric score is
BibTeX View PDF
@article{noveltydetectio-2011/9,
  title={Novelty detection for identifying deterioration in emergency department patients},
  author={Clifton DA et al.},
  journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
  volume={6936 LNCS},
  pages={220-227},
  year = "2011"
}

Centile-based early warning scores derived from statistical distributions of vital signs.

Tarassenko L et al. (2011), Resuscitation, 82(8), 1013-1018

Altmetric score is
BibTeX View PDF
@article{centilebasedear-2011/8,
  title={Centile-based early warning scores derived from statistical distributions of vital signs.},
  author={Tarassenko L et al.},
  journal={Resuscitation},
  volume={82},
  pages={1013-1018},
  year = "2011"
}

Monitoring patient vital-sign deterioration trajectories using Bayesian inference

Khalid S, Clifton D & Tarassenko L (2011), Proceedings of the 6th UKRI PG Conference in Biomedical Engineering and Medical Physics 2011, 1

Altmetric score is
BibTeX
@inproceedings{monitoringpatie-2011/8,
  title={Monitoring patient vital-sign deterioration trajectories using Bayesian inference},
  author={Khalid S, Clifton D & Tarassenko L},
  pages={1},
  year = "2011"
}

Optimising classifiers for the detection of physiological deterioration in patient vital-sign data

Khalid S, Clifton DA, Clifton L & Tarassenko L (2011), BIOSIGNALS 2011 - Proceedings of the International Conference on Bio-Inspired Systems and Signal Processing, 425-428

Altmetric score is
BibTeX
@inproceedings{optimisingclass-2011/7,
  title={Optimising classifiers for the detection of physiological deterioration in patient vital-sign data},
  author={Khalid S, Clifton DA, Clifton L & Tarassenko L},
  pages={425-428},
  year = "2011"
}

Feature extraction and wall motion classification of 2D stress echocardiography with support vector machines

Chykeyuk K, Clifton DA & Noble JA (2011), Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 7963

Altmetric score is
BibTeX View PDF
@inproceedings{featureextracti-2011/5,
  title={Feature extraction and wall motion classification of 2D stress echocardiography with support vector machines},
  author={Chykeyuk K, Clifton DA & Noble JA},
  year = "2011"
}

Probabilistic patient monitoring with multivariate, multimodal extreme value theory

Hugueny S, Clifton DA & Tarassenko L (2011), Communications in Computer and Information Science, 127 CCIS, 199-211

Altmetric score is
BibTeX View PDF
@inproceedings{probabilisticpa-2011/3,
  title={Probabilistic patient monitoring with multivariate, multimodal extreme value theory},
  author={Hugueny S, Clifton DA & Tarassenko L},
  pages={199-211},
  year = "2011"
}

PINNING THE TAIL ON THE DISTRIBUTION: A MULTIVARIATE EXTENSION TO THE GENERALISED PARETO DISTRIBUTION

Clifton DA, Hugueny S, Tarassenko L & IEEE (2011), 2011 IEEE INTERNATIONAL WORKSHOP ON MACHINE LEARNING FOR SIGNAL PROCESSING (MLSP)

Altmetric score is
BibTeX
@inproceedings{pinningthetailo-2011/,
  title={PINNING THE TAIL ON THE DISTRIBUTION: A MULTIVARIATE EXTENSION TO THE GENERALISED PARETO DISTRIBUTION},
  author={Clifton DA, Hugueny S, Tarassenko L & IEEE },
  year = "2011"
}

Towards a data fusion model for predicting deterioration in dialysis patients

Borhani Y et al. (2010), Computing in Cardiology, 37, 967-970

Altmetric score is
BibTeX
@article{towardsadatafus-2010/12,
  title={Towards a data fusion model for predicting deterioration in dialysis patients},
  author={Borhani Y et al.},
  journal={Computing in Cardiology},
  volume={37},
  pages={967-970},
  year = "2010"
}

Probabilistic patient monitoring using extreme value theory: A multivariate, multimodal methodology for detecting patient deterioration

Hugueny S, Clifton DA & Tarassenko L (2010), BIOSIGNALS 2010 - Proceedings of the 3rd International Conference on Bio-inpsired Systems and Signal Processing, Proceedings, 5-12

Altmetric score is
BibTeX
@article{probabilisticpa-2010/9,
  title={Probabilistic patient monitoring using extreme value theory: A multivariate, multimodal methodology for detecting patient deterioration},
  author={Hugueny S, Clifton DA & Tarassenko L},
  journal={BIOSIGNALS 2010 - Proceedings of the 3rd International Conference on Bio-inpsired Systems and Signal Processing, Proceedings},
  pages={5-12},
  year = "2010"
}

Stable distributions for heavy-tailed data and their application in asset health monitoring

Sundaram S, McDonald K & Clifton DA (2010), 7th International Conference on Condition Monitoring and Machinery Failure Prevention Technologies 2010, CM 2010/MFPT 2010, 1, 712-721

Altmetric score is
BibTeX
@inproceedings{stabledistribut-2010/1,
  title={Stable distributions for heavy-tailed data and their application in asset health monitoring},
  author={Sundaram S, McDonald K & Clifton DA},
  pages={712-721},
  year = "2010"
}

A comparison of approaches to multivariate extreme value theory for novelty detection

Clifton DA, Hugueny S & Tarassenko L (2009), IEEE Workshop on Statistical Signal Processing Proceedings, 13-16

Altmetric score is
BibTeX View PDF
@inproceedings{acomparisonofap-2009/12,
  title={A comparison of approaches to multivariate extreme value theory for novelty detection},
  author={Clifton DA, Hugueny S & Tarassenko L},
  pages={13-16},
  year = "2009"
}

Novelty detection with multivariate extreme value theory, part II: An analytical approach to unimodal estimation

Hugueny S, Clifton DA & Tarassenko L (2009), Machine Learning for Signal Processing XIX - Proceedings of the 2009 IEEE Signal Processing Society Workshop, MLSP 2009

Altmetric score is
BibTeX View PDF
@inproceedings{noveltydetectio-2009/12,
  title={Novelty detection with multivariate extreme value theory, part II: An analytical approach to unimodal estimation},
  author={Hugueny S, Clifton DA & Tarassenko L},
  year = "2009"
}

Novelty detection with multivariate extreme value theory, part I: A numerical approach to multimodal estimation

Clifton DA, Hugueny S & Tarassenko L (2009), Machine Learning for Signal Processing XIX - Proceedings of the 2009 IEEE Signal Processing Society Workshop, MLSP 2009

Altmetric score is
BibTeX View PDF
@article{noveltydetectio-2009/12,
  title={Novelty detection with multivariate extreme value theory, part I: A numerical approach to multimodal estimation},
  author={Clifton DA, Hugueny S & Tarassenko L},
  journal={Machine Learning for Signal Processing XIX - Proceedings of the 2009 IEEE Signal Processing Society Workshop, MLSP 2009},
  year = "2009"
}

Probabilistic approach to the condition monitoring of aerospace engines

King S, Bannister PR, Clifton DA & Tarassenko L (2009), Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering, 223(5), 533-541

Altmetric score is
BibTeX View PDF
@article{probabilisticap-2009/8,
  title={Probabilistic approach to the condition monitoring of aerospace engines},
  author={King S, Bannister PR, Clifton DA & Tarassenko L},
  journal={Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering},
  volume={223},
  pages={533-541},
  year = "2009"
}

Aircraft engine health monitoring using density modelling and extreme value statistics

Sundaram S, Strachan IGD, Clifton DA, Tarassenko L & King S (2009), 6th International Conference on Condition Monitoring and Machinery Failure Prevention Technologies 2009, 2, 918-929

Altmetric score is
BibTeX
@inproceedings{aircraftengineh-2009/1,
  title={Aircraft engine health monitoring using density modelling and extreme value statistics},
  author={Sundaram S, Strachan IGD, Clifton DA, Tarassenko L & King S},
  pages={918-929},
  year = "2009"
}

A hidden Markov model for condition monitoring of a manufacturing drilling process

Strachan IGD, Clifton DA, Sage C & Veselovac D (2009), 6th International Conference on Condition Monitoring and Machinery Failure Prevention Technologies 2009, 2, 802-813

Altmetric score is
BibTeX
@inproceedings{ahiddenmarkovmo-2009/1,
  title={A hidden Markov model for condition monitoring of a manufacturing drilling process},
  author={Strachan IGD, Clifton DA, Sage C & Veselovac D},
  pages={802-813},
  year = "2009"
}

Novelty detection in jet engine vibration spectra

Clifton DA & Tarassenko L (2009), 6th International Conference on Condition Monitoring and Machinery Failure Prevention Technologies 2009, 2, 726-737

Altmetric score is
BibTeX
@inproceedings{noveltydetectio-2009/1,
  title={Novelty detection in jet engine vibration spectra},
  author={Clifton DA & Tarassenko L},
  pages={726-737},
  year = "2009"
}

Patient-specific biomedical condition monitoring in post-operative cancer patients

Clifton DA et al. (2009), 6th International Conference on Condition Monitoring and Machinery Failure Prevention Technologies 2009, 1, 424-433

Altmetric score is
BibTeX
@inproceedings{patientspecific-2009/1,
  title={Patient-specific biomedical condition monitoring in post-operative cancer patients},
  author={Clifton DA et al.},
  pages={424-433},
  year = "2009"
}

NOVELTY DETECTION WITH MULTIVARIATE EXTREME VALUE THEORY, PART II: AN ANALYTICAL APPROACH TO UNIMODAL ESTIMATION

Hugueny S, Clifton DA, Tarassenko L & IEEE (2009), 2009 IEEE INTERNATIONAL WORKSHOP ON MACHINE LEARNING FOR SIGNAL PROCESSING, 258-263

Altmetric score is
BibTeX
@inproceedings{noveltydetectio-2009/,
  title={NOVELTY DETECTION WITH MULTIVARIATE EXTREME VALUE THEORY, PART II: AN ANALYTICAL APPROACH TO UNIMODAL ESTIMATION},
  author={Hugueny S, Clifton DA, Tarassenko L & IEEE },
  pages={258-263},
  year = "2009"
}

Novelty Detection in Jet Engine Vibration Spectra

Clifton DA & tarassenko L (2009), (IET) Condition Monitoring, 727-738

Altmetric score is
BibTeX
@article{noveltydetectio-2009/,
  title={Novelty Detection in Jet Engine Vibration Spectra},
  author={Clifton DA & tarassenko L},
  journal={(IET) Condition Monitoring},
  pages={727-738},
  year = "2009"
}

Bayesian extreme value statistics for novelty detection in gas-turbine engines

Clifton DA et al. (2008), IEEE Aerospace Conference Proceedings

Altmetric score is
BibTeX View PDF
@inproceedings{bayesianextreme-2008/8,
  title={Bayesian extreme value statistics for novelty detection in gas-turbine engines},
  author={Clifton DA et al.},
  year = "2008"
}

Automated novelty detection in industrial systems

Clifton DA, Clifton LA, Bannister PR & Tarassenko L (2008), Studies in Computational Intelligence, 116, 269-296

Altmetric score is
BibTeX View PDF
@article{automatednovelt-2008/6,
  title={Automated novelty detection in industrial systems},
  author={Clifton DA, Clifton LA, Bannister PR & Tarassenko L},
  journal={Studies in Computational Intelligence},
  volume={116},
  pages={269-296},
  year = "2008"
}

Combined support vector novelty detection for multi-channel combustion data

Clifton LA, Yin H, Clifton DA & Zhang Y (2007), 2007 IEEE International Conference on Networking, Sensing and Control, ICNSC'07, 495-500

Altmetric score is
BibTeX View PDF
@inproceedings{combinedsupport-2007/10,
  title={Combined support vector novelty detection for multi-channel combustion data},
  author={Clifton LA, Yin H, Clifton DA & Zhang Y},
  pages={495-500},
  year = "2007"
}

A framework for novelty detection in jet engine vibration data

Clifton DA, Bannister PR & Tarassenko L (2007), Key Engineering Materials, 347, 305-310

Altmetric score is
BibTeX View PDF
@inproceedings{aframeworkforno-2007/1,
  title={A framework for novelty detection in jet engine vibration data},
  author={Clifton DA, Bannister PR & Tarassenko L},
  pages={305-310},
  year = "2007"
}

Novelty detection in large-vehicle turbocharger operation

Clifton DA, Bannister PR & Tarassenko L (2007), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 4570 LNAI, 591-600

Altmetric score is
BibTeX View PDF
@inproceedings{noveltydetectio-2007/1,
  title={Novelty detection in large-vehicle turbocharger operation},
  author={Clifton DA, Bannister PR & Tarassenko L},
  pages={591-600},
  year = "2007"
}

Learning shape for jet engine novelty detection

Clifton DA, Bannister PR & Tarassenko L (2006), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 3973 LNCS, 828-835

Altmetric score is
BibTeX View PDF
@inproceedings{learningshapefo-2006/1,
  title={Learning shape for jet engine novelty detection},
  author={Clifton DA, Bannister PR & Tarassenko L},
  pages={828-835},
  year = "2006"
}

Application of an intuitive novelty metric for jet engine condition monitoring

Clifton DA, Bannister PR & Tarassenko L (2006), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 4031 LNAI, 1149-1158

Altmetric score is
BibTeX View PDF
@inproceedings{applicationofan-2006/1,
  title={Application of an intuitive novelty metric for jet engine condition monitoring},
  author={Clifton DA, Bannister PR & Tarassenko L},
  pages={1149-1158},
  year = "2006"
}

Extreme Function Theory

Clifton DA, Hugueny S, Clifton L, Wong D & Tarassenko L (0)

Altmetric score is
BibTeX
@inproceedings{extremefunction-/,
  title={Extreme Function Theory},
  author={Clifton DA, Hugueny S, Clifton L, Wong D & Tarassenko L},
  booktitle={34th (?) Int. Conf. on Machine Learning}
}

Drug Resistance Classification for Mycobacterium tuberculosis using Multi-output Model with Stacked Auto-encoders

Yang Y & Clifton D (0)

Altmetric score is
BibTeX
@inproceedings{drugresistancec-/,
  title={Drug Resistance Classification for Mycobacterium tuberculosis using Multi-output Model with Stacked Auto-encoders},
  author={Yang Y & Clifton D}
}

Data pre-processing using neural processes for modelling personalised vital-sign time-series data

Sharma P, Shamout F, Abrol V & Clifton D (0), IEEE Journal of Biomedical and Health Informatics

Altmetric score is
BibTeX
@article{datapreprocessi-/,
  title={Data pre-processing using neural processes for modelling personalised vital-sign time-series data},
  author={Sharma P, Shamout F, Abrol V & Clifton D},
  journal={IEEE Journal of Biomedical and Health Informatics},
  publisher={IEEE}
}

Utility of single versus sequential measurements of risk factors for prediction of stroke in Chinese adults

Chun M et al. (0), Scientific Reports

Altmetric score is
BibTeX
@article{utilityofsingle-/,
  title={Utility of single versus sequential measurements of risk factors for prediction of stroke in Chinese adults},
  author={Chun M et al.},
  journal={Scientific Reports},
  publisher={Springer Nature}
}

Toward a Multivariate Prediction Model of Pharmacological Treatment for Women With Gestational Diabetes Mellitus: Algorithm Development and Validation (Preprint)

Velardo C et al. (0)

Altmetric score is
BibTeX View PDF
@article{towardamultivar-/,
  title={Toward a Multivariate Prediction Model of Pharmacological Treatment for Women With Gestational Diabetes Mellitus: Algorithm Development and Validation (Preprint)},
  author={Velardo C et al.},
  journal={},
  publisher={JMIR Publications Inc.}
}

Physiological recovery among workers in long-distance sleddog race: a case study on female veterinarians in Finnmarksløpet

Clifton D & Morelli D (0), WORK

Altmetric score is
BibTeX
@article{physiologicalre-/,
  title={Physiological recovery among workers in long-distance sleddog race: a case study on female veterinarians in Finnmarksløpet},
  author={Clifton D & Morelli D},
  journal={WORK},
  publisher={IOS Press}
}

Using machine learning to predict anticoagulation control in atrial fibrillation: a UK Clinical Practice Research Datalink study

CLIFTON D (0), Informatics in Medicine Unlocked

Altmetric score is
BibTeX View PDF
@article{usingmachinelea-/,
  title={Using machine learning to predict anticoagulation control in atrial fibrillation: a UK Clinical Practice Research Datalink study},
  author={CLIFTON D},
  journal={Informatics in Medicine Unlocked},
  publisher={Elsevier}
}

Machine learning approaches to identifying changes in eruptive state using multi-parameter datasets from the 2006 eruption of Augustine Volcano, Alaska

Manley G, Mather T, Pyle D & Clifton D (0), Journal of Geophysical Research. Solid Earth

Altmetric score is
BibTeX
@article{machinelearning-/,
  title={Machine learning approaches to identifying changes in eruptive state using multi-parameter datasets from the 2006 eruption of Augustine Volcano, Alaska},
  author={Manley G, Mather T, Pyle D & Clifton D},
  journal={Journal of Geophysical Research. Solid Earth},
  publisher={American Geophysical Union}
}

The 2021 WHO catalogue of Mycobacterium tuberculosis complex mutations associated with drug resistance: a genotypic analysis

Walker T, Miotto P, Koser C, Fowler P, Knaggs J et al. (0), The Lancet Microbe

Altmetric score is
BibTeX
@article{thewhocatalogue-/,
  title={The 2021 WHO catalogue of Mycobacterium tuberculosis complex mutations associated with drug resistance: a genotypic analysis},
  author={Walker T, Miotto P, Koser C, Fowler P, Knaggs J et al.},
  journal={The Lancet Microbe},
  publisher={Elsevier}
}

Improving patient flow during infectious disease outbreaks using machine learning for real-time prediction of patient readiness for discharge

Clifton D (0), PLoS One

Altmetric score is
BibTeX
@article{improvingpatien-/,
  title={Improving patient flow during infectious disease outbreaks using machine learning for real-time prediction of patient readiness for discharge},
  author={Clifton D},
  journal={PLoS One},
  publisher={Public Library of Science}
}

Real-world evaluation of AI driven COVID-19 triage for emergency admissions: External validation & operational assessment of lab-free and high-throughput screening solutions

Soltan A, Yang J, Pattanshetty R, Novak A, Yang Y et al. (0), The Lancet. Digital Health

Altmetric score is
BibTeX
@article{realworldevalua-/,
  title={Real-world evaluation of AI driven COVID-19 triage for emergency admissions: External validation & operational assessment of lab-free and high-throughput screening solutions},
  author={Soltan A, Yang J, Pattanshetty R, Novak A, Yang Y et al.},
  journal={The Lancet. Digital Health},
  publisher={Elsevier Ltd}
}