Skip to main content
Menu

Publications

Showing 85 publications by Tingting Zhu

DeepMI: Deep multi-lead ECG fusion for identifying myocardial infarction and its occurrence-time

Tadesse GA, Javed H, Weldemariam K, Liu Y, Liu J et al. (2021), Artificial Intelligence in Medicine, 121, 102192-102192

Altmetric score is
BibTeX View PDF
@article{deepmideepmulti-2021/11,
  title={DeepMI: Deep multi-lead ECG fusion for identifying myocardial infarction and its occurrence-time},
  author={Tadesse GA, Javed H, Weldemariam K, Liu Y, Liu J et al.},
  journal={Artificial Intelligence in Medicine},
  volume={121},
  number={102192},
  pages={102192-102192},
  publisher={Elsevier BV},
  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"
}

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"
}

Prediction of monetary penalties for data protection cases in multiple languages

Ceross A & Zhu T (2021), Proceedings of the 18th International Conference on Artificial Intelligence and Law, ICAIL 2021, 185-189

Altmetric score is
BibTeX View PDF
@inproceedings{predictionofmon-2021/6,
  title={Prediction of monetary penalties for data protection cases in multiple languages},
  author={Ceross A & Zhu T},
  pages={185-189},
  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"
}

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"
}

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"
}

Discriminant knowledge extraction from electrocardiograms for automated diagnosis of myocardial infarction

Tadesse GA et al. (2021), Proceedings of PKAW 2021: Knowledge Management and Acquisition for Intelligent Systems, 12280, 70-82

Altmetric score is
BibTeX View PDF
@inproceedings{discriminantkno-2021/2,
  title={Discriminant knowledge extraction from electrocardiograms for automated diagnosis of myocardial infarction},
  author={Tadesse GA et al.},
  booktitle={Principle and Practice of Data and Knowledge Acquisition Workshop},
  pages={70-82},
  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"
}

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"
}

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

Zhu T et al. (2021)

Altmetric score is
BibTeX View PDF
@misc{realworldevalua-2021/,
  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={Zhu T et al.},
  year = "2021"
}

Let your heart speak in its mother tongue: Multilingual captioning of cardiac signals

Kiyasseh D, Zhu T & Clifton D (2021), arXiv

Altmetric score is
BibTeX
@article{letyourheartspe-2021/,
  title={Let your heart speak in its mother tongue: Multilingual captioning of cardiac signals},
  author={Kiyasseh D, Zhu T & Clifton D},
  journal={arXiv},
  year = "2021"
}

Towards scheduling federated deep learning using meta-gradients for inter-hospital learning

el-Bouri R, Zhu T & Clifton DA (2021), arXiv

Altmetric score is
BibTeX
@article{towardsscheduli-2021/,
  title={Towards scheduling federated deep learning using meta-gradients for inter-hospital learning},
  author={el-Bouri R, Zhu T & Clifton DA},
  journal={arXiv},
  year = "2021"
}

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"
}

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"
}

Development and Validation of Early Warning Score Systems for COVID-19 Patients

Youssef A et al. (2020)

Altmetric score is
BibTeX View PDF
@article{developmentandv-2020/11,
  title={Development and Validation of Early Warning Score Systems for COVID-19 Patients},
  author={Youssef A et al.},
  journal={},
  year = "2020"
}

A spectral-longitudinal model for detection of heart attack from 12-lead electrocardiogram waveforms

Tadesse G, Javed H, Weldemariam K & Zhu T (2020)

Altmetric score is
BibTeX View PDF
@inproceedings{aspectrallongit-2020/8,
  title={A spectral-longitudinal model for detection of heart attack from 12-lead electrocardiogram waveforms},
  author={Tadesse G, Javed H, Weldemariam K & Zhu T},
  booktitle={42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2020)},
  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"
}

Machine learning for clinical outcome prediction

Shamout F, Zhu T & Clifton DA (2020), IEEE Reviews in Biomedical Engineering, 14, 116-126

Altmetric score is
BibTeX View PDF
@article{machinelearning-2020/7,
  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},
  publisher={Institute of Electrical and Electronics Engineers},
  year = "2020"
}

Artificial intelligence driven assessment of routinely collected healthcare data is an effective screening test for COVID-19 in patients presenting to hospital

Soltan AAS et al. (2020)

Altmetric score is
BibTeX View PDF
@article{artificialintel-2020/7,
  title={Artificial intelligence driven assessment of routinely collected healthcare data is an effective screening test for COVID-19 in patients presenting to hospital},
  author={Soltan AAS et al.},
  journal={},
  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"
}

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"
}

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"
}

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"
}

Smartwatch data help detect COVID-19

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

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

DROPS: Deep Retrieval of Physiological Signals via Attribute-specific Clinical Prototypes

Zhu T (2020)

Altmetric score is
BibTeX
@misc{dropsdeepretrie-2020/,
  title={DROPS: Deep Retrieval of Physiological Signals via Attribute-specific Clinical Prototypes},
  author={Zhu T},
  year = "2020"
}

PCPs: Patient Cardiac Prototypes

Zhu T (2020)

Altmetric score is
BibTeX
@misc{pcpspatientcard-2020/,
  title={PCPs: Patient Cardiac Prototypes},
  author={Zhu T},
  year = "2020"
}

Phenotyping Clusters of Patient Trajectories suffering from Chronic Complex Disease

Zhu T (2020)

Altmetric score is
BibTeX
@misc{phenotypingclus-2020/,
  title={Phenotyping Clusters of Patient Trajectories suffering from Chronic Complex Disease},
  author={Zhu T},
  year = "2020"
}

CLOCS: Contrastive Learning of Cardiac Signals

Zhu T (2020)

Altmetric score is
BibTeX
@misc{clocscontrastiv-2020/,
  title={CLOCS: Contrastive Learning of Cardiac Signals},
  author={Zhu T},
  year = "2020"
}

SoQal: Selective Oracle Questioning in Active Learning

Zhu T (2020)

Altmetric score is
BibTeX
@misc{soqalselectiveo-2020/,
  title={SoQal: Selective Oracle Questioning in Active Learning},
  author={Zhu T},
  year = "2020"
}

ALPS: Active Learning via Perturbations

Zhu T (2020)

Altmetric score is
BibTeX
@misc{alpsactivelearn-2020/,
  title={ALPS: Active Learning via Perturbations},
  author={Zhu T},
  year = "2020"
}

CLOPS: Continual Learning of Physiological Signals

Zhu T (2020)

Altmetric score is
BibTeX
@misc{clopscontinuall-2020/,
  title={CLOPS: Continual Learning of Physiological Signals},
  author={Zhu T},
  year = "2020"
}

ALPS: Active learning via perturbations

Kiyasseh D, Zhu T & Clifton DA (2020), arXiv

Altmetric score is
BibTeX
@article{alpsactivelearn-2020/,
  title={ALPS: Active learning via perturbations},
  author={Kiyasseh D, Zhu T & Clifton DA},
  journal={arXiv},
  year = "2020"
}

CLOPS: Continual learning of physiological signals

Kiyasseh D, Zhu T & Clifton DA (2020), arXiv

Altmetric score is
BibTeX
@article{clopscontinuall-2020/,
  title={CLOPS: Continual learning of physiological signals},
  author={Kiyasseh D, Zhu T & Clifton DA},
  journal={arXiv},
  year = "2020"
}

DROPS: Deep retrieval of physiological signals via attribute-specific clinical prototypes

Kiyasseh D, Clifton DA & Zhu T (2020), arXiv

Altmetric score is
BibTeX
@article{dropsdeepretrie-2020/,
  title={DROPS: Deep retrieval of physiological signals via attribute-specific clinical prototypes},
  author={Kiyasseh D, Clifton DA & Zhu T},
  journal={arXiv},
  year = "2020"
}

PCPs: Patient cardiac prototypes

Kiyasseh D, Zhu T & Clifton DA (2020), arXiv

Altmetric score is
BibTeX
@article{pcpspatientcard-2020/,
  title={PCPs: Patient cardiac prototypes},
  author={Kiyasseh D, Zhu T & Clifton DA},
  journal={arXiv},
  year = "2020"
}

Phenotyping clusters of patient trajectories suffering from chronic complex disease

Aguiar H, Santos M, Watkinson P & Zhu T (2020), arXiv

Altmetric score is
BibTeX
@article{phenotypingclus-2020/,
  title={Phenotyping clusters of patient trajectories suffering from chronic complex disease},
  author={Aguiar H, Santos M, Watkinson P & Zhu T},
  journal={arXiv},
  year = "2020"
}

SoQal: Selective Oracle Questioning in Active Learning

Kiyasseh D, Zhu T & Clifton DA (2020), arXiv

Altmetric score is
BibTeX
@article{soqalselectiveo-2020/,
  title={SoQal: Selective Oracle Questioning in Active Learning},
  author={Kiyasseh D, Zhu T & Clifton DA},
  journal={arXiv},
  year = "2020"
}

Student-Teacher Curriculum Learning via Reinforcement Learning: Predicting Hospital Inpatient Admission Location

el-Bouri R, Eyre D, Watkinson P, Zhu T & Clifton DA (2020), arXiv

Altmetric score is
BibTeX
@article{studentteacherc-2020/,
  title={Student-Teacher Curriculum Learning via Reinforcement Learning: Predicting Hospital Inpatient Admission Location},
  author={el-Bouri R, Eyre D, Watkinson P, Zhu T & Clifton DA},
  journal={arXiv},
  year = "2020"
}

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

El-Bouri R, Eyre D, Watkinson P, Zhu T & Clifton DA (2020), 37th International Conference on Machine Learning, ICML 2020, PartF168147-4, 2828-2837

Altmetric score is
BibTeX
@article{studentteacherc-2020/,
  title={Student-teacher curriculum learning via reinforcement learning: Predicting hospital inpatient admission location},
  author={El-Bouri R, Eyre D, Watkinson P, Zhu T & Clifton DA},
  journal={37th International Conference on Machine Learning, ICML 2020},
  volume={PartF168147-4},
  pages={2828-2837},
  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"
}

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

Duong HTH et al. (2019)

Altmetric score is
BibTeX View PDF
@article{heartratevariab-2019/10,
  title={Heart rate variability as an indicator of autonomic nervous system disturbance in tetanus},
  author={Duong HTH et al.},
  journal={},
  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"
}

Continuous-valued annotations aggregation for heart rate detection

Xie Y, Li J, Zhu T & Liu C (2019), IEEE Access, 7, 37664-37671

Altmetric score is
BibTeX View PDF
@article{continuousvalue-2019/3,
  title={Continuous-valued annotations aggregation for heart rate detection},
  author={Xie Y, Li J, Zhu T & Liu C},
  journal={IEEE Access},
  volume={7},
  pages={37664-37671},
  publisher={Institute of Electrical and Electronics Engineers},
  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"
}

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/,
  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 (IEEE)},
  year = "2019"
}

A new physically meaningful threshold of sample entropy for detecting cardiovascular diseases

Xiong J et al. (2019), Entropy, 21

Altmetric score is
BibTeX
@article{anewphysicallym-2019/,
  title={A new physically meaningful threshold of sample entropy for detecting cardiovascular diseases},
  author={Xiong J et al.},
  journal={Entropy},
  volume={21},
  number={9},
  year = "2019"
}

Cardiovascular disease diagnosis using cross-domain transfer learning

Tadesse GA et al. (2019), Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 4262-4265

Altmetric score is
BibTeX
@inproceedings{cardiovasculard-2019/,
  title={Cardiovascular disease diagnosis using cross-domain transfer learning},
  author={Tadesse GA et al.},
  pages={4262-4265},
  year = "2019"
}

Severity Detection Tool for Patients with Infectious Disease

Zhu T (2019)

Altmetric score is
BibTeX
@misc{severitydetecti-2019/,
  title={Severity Detection Tool for Patients with Infectious Disease},
  author={Zhu T},
  year = "2019"
}

Severity detection tool for patients with infectious disease

Tadesse GA et al. (2019), arXiv

Altmetric score is
BibTeX
@article{severitydetecti-2019/,
  title={Severity detection tool for patients with infectious disease},
  author={Tadesse GA et al.},
  journal={arXiv},
  year = "2019"
}

A crowdsourcing-based topic model for service matchmaking in Internet of Things

Liu Y et al. (2018), FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 87, 186-197

Altmetric score is
BibTeX View PDF
@article{acrowdsourcingb-2018/10,
  title={A crowdsourcing-based topic model for service matchmaking in Internet of Things},
  author={Liu Y et al.},
  journal={FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE},
  volume={87},
  pages={186-197},
  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"
}

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"
}

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"
}

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"
}

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"
}

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"
}

The evaluation of an open source online training system for teaching 12 lead electrocardiographic interpretation

Breen C, Zhu T, Bond R, Finlay D & Clifford G (2016), Journal of Electrocardiology, 49, 454-461

Altmetric score is
BibTeX
@article{theevaluationof-2016/,
  title={The evaluation of an open source online training system for teaching 12 lead electrocardiographic interpretation},
  author={Breen C, Zhu T, Bond R, Finlay D & Clifford G},
  journal={Journal of Electrocardiology},
  volume={49},
  number={3},
  pages={454-461},
  year = "2016"
}

Evaluation of the fetal QT interval using non-invasive fetal ECG technology

Behar J et al. (2016), Physiological Measurement, 37, 1392-1403

Altmetric score is
BibTeX
@article{evaluationofthe-2016/,
  title={Evaluation of the fetal QT interval using non-invasive fetal ECG technology},
  author={Behar J et al.},
  journal={Physiological Measurement},
  volume={37},
  number={9},
  pages={1392-1403},
  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"
}

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"
}

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"
}

Optimal wavelength combinations for near-infrared spectroscopic monitoring of changes in brain tissue hemoglobin and cytochrome c oxidase concentrations.

Arifler D, Zhu T, Madaan S & Tachtsidis I (2015), Biomedical optics express, 6(3), 933-947

Altmetric score is
BibTeX View PDF
@article{optimalwaveleng-2015/3,
  title={Optimal wavelength combinations for near-infrared spectroscopic monitoring of changes in brain tissue hemoglobin and cytochrome c oxidase concentrations.},
  author={Arifler D, Zhu T, Madaan S & Tachtsidis I},
  journal={Biomedical optics express},
  volume={6},
  pages={933-947},
  year = "2015"
}

Novel approach to documenting expert ECG interpretation using eye tracking technology: a historical and biographical representation of the late Dr Rory Childers in action.

Bond RR et al. (2015), Journal of electrocardiology, 48(1), 43-44

Altmetric score is
BibTeX View PDF
@article{novelapproachto-2015/1,
  title={Novel approach to documenting expert ECG interpretation using eye tracking technology: a historical and biographical representation of the late Dr Rory Childers in action.},
  author={Bond RR et al.},
  journal={Journal of electrocardiology},
  volume={48},
  pages={43-44},
  year = "2015"
}

Novel approach to documenting expert ECG interpretation using eye tracking technology: A historical and biographical representation of the late Dr Rory Childers in action

Bond RR et al. (2015), Journal of Electrocardiology, 48(1), 43-44

Altmetric score is
BibTeX View PDF
@article{novelapproachto-2015/1,
  title={Novel approach to documenting expert ECG interpretation using eye tracking technology: A historical and biographical representation of the late Dr Rory Childers in action},
  author={Bond RR et al.},
  journal={Journal of Electrocardiology},
  volume={48},
  pages={43-44},
  year = "2015"
}

Assessing computerized eye tracking technology for gaining insight into expert interpretation of the 12-lead electrocardiogram: an objective quantitative approach.

Bond RR et al. (2014), Journal of electrocardiology, 47(6), 895-906

Altmetric score is
BibTeX View PDF
@article{assessingcomput-2014/11,
  title={Assessing computerized eye tracking technology for gaining insight into expert interpretation of the 12-lead electrocardiogram: an objective quantitative approach.},
  author={Bond RR et al.},
  journal={Journal of electrocardiology},
  volume={47},
  pages={895-906},
  year = "2014"
}

Brain mitochondrial oxidative metabolism during and after cerebral hypoxia-ischemia studied by simultaneous phosphorus magnetic-resonance and broadband near-infrared spectroscopy.

Bainbridge A et al. (2014), NeuroImage, 102 Pt 1, 173-183

Altmetric score is
BibTeX View PDF
@article{brainmitochondr-2014/11,
  title={Brain mitochondrial oxidative metabolism during and after cerebral hypoxia-ischemia studied by simultaneous phosphorus magnetic-resonance and broadband near-infrared spectroscopy.},
  author={Bainbridge A et al.},
  journal={NeuroImage},
  volume={102 Pt 1},
  pages={173-183},
  year = "2014"
}

Crowd-sourced annotation of ecg signals using contextual information.

Zhu T, Johnson AEW, Behar J & Clifford GD (2014), Annals of biomedical engineering, 42(4), 871-884

Altmetric score is
BibTeX View PDF
@article{crowdsourcedann-2014/4,
  title={Crowd-sourced annotation of ecg signals using contextual information.},
  author={Zhu T, Johnson AEW, Behar J & Clifford GD},
  journal={Annals of biomedical engineering},
  volume={42},
  pages={871-884},
  year = "2014"
}

Crowd-sourced annotation of ECG signals using contextual information

Zhu T, Johnson AEW, Behar J & Clifford GD (2014), Annals of Biomedical Engineering, 42(4), 871-884

Altmetric score is
BibTeX View PDF
@article{crowdsourcedann-2014/1,
  title={Crowd-sourced annotation of ECG signals using contextual information},
  author={Zhu T, Johnson AEW, Behar J & Clifford GD},
  journal={Annals of Biomedical Engineering},
  volume={42},
  pages={871-884},
  year = "2014"
}

Assessing computerized eye tracking technology for gaining insight into expert interpretation of the 12-lead electrocardiogram: An objective quantitative approach

Bond RR et al. (2014), Journal of Electrocardiology, 47(6), 895-906

Altmetric score is
BibTeX View PDF
@article{assessingcomput-2014/1,
  title={Assessing computerized eye tracking technology for gaining insight into expert interpretation of the 12-lead electrocardiogram: An objective quantitative approach},
  author={Bond RR et al.},
  journal={Journal of Electrocardiology},
  volume={47},
  pages={895-906},
  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"
}

Evaluation of the fetal QT interval using non-invasive fetal ECG technology

Behar J et al. (2014), AMERICAN JOURNAL OF OBSTETRICS AND GYNECOLOGY, 210(1), S283-S284

Altmetric score is
BibTeX View PDF
@inproceedings{evaluationofthe-2014/1,
  title={Evaluation of the fetal QT interval using non-invasive fetal ECG technology},
  author={Behar J et al.},
  pages={S283-S284},
  year = "2014"
}

CrowdLabel: A Crowdsourcing Platform for Electrophysiology

Zhu T, Behar J, Papastylianou T & Clifford GD (2014), 2014 COMPUTING IN CARDIOLOGY CONFERENCE (CINC), VOL 41, 41, 789-792

Altmetric score is
BibTeX
@inproceedings{crowdlabelacrow-2014/,
  title={CrowdLabel: A Crowdsourcing Platform for Electrophysiology},
  author={Zhu T, Behar J, Papastylianou T & Clifford GD},
  pages={789-792},
  year = "2014"
}

A Scalable mHealth System for Noncommunicable Disease Management

Clifford GD et al. (2014), PROCEEDINGS OF THE FOURTH IEEE GLOBAL HUMANITARIAN TECHNOLOGY CONFERENCE (GHTC 2014), 41-48

Altmetric score is
BibTeX
@inproceedings{ascalablemhealt-2014/,
  title={A Scalable mHealth System for Noncommunicable Disease Management},
  author={Clifford GD et al.},
  pages={41-48},
  year = "2014"
}

Long-term enhancement of brain function and cognition using cognitive training and brain stimulation.

Snowball A et al. (2013), Current biology : CB, 23(11), 987-992

Altmetric score is
BibTeX View PDF
@article{longtermenhance-2013/6,
  title={Long-term enhancement of brain function and cognition using cognitive training and brain stimulation.},
  author={Snowball A et al.},
  journal={Current biology : CB},
  volume={23},
  pages={987-992},
  year = "2013"
}

Noninvasive Fetal ECG: the PhysioNet/Computing in Cardiology Challenge 2013.

Silva I et al. (2013), Computing in cardiology, 40, 149-152

Altmetric score is
BibTeX
@inproceedings{noninvasivefeta-2013/3,
  title={Noninvasive Fetal ECG: the PhysioNet/Computing in Cardiology Challenge 2013.},
  author={Silva I et al.},
  pages={149-152},
  year = "2013"
}

Bayesian Voting of Multiple Annotators for Improved QT Interval Estimation

Zhu T, Johnson AEW, Behar J, Clifford GD & IEEE (2013), 2013 COMPUTING IN CARDIOLOGY CONFERENCE (CINC), 40, 659-662

Altmetric score is
BibTeX
@inproceedings{bayesianvotingo-2013/,
  title={Bayesian Voting of Multiple Annotators for Improved QT Interval Estimation},
  author={Zhu T, Johnson AEW, Behar J, Clifford GD & IEEE },
  pages={659-662},
  year = "2013"
}

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}
}

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}
}

Coronary Artery Disease: Optimal Lipoprotein(a) for Survival—Lower Is Better? A Large Cohort With 43,647 Patients

Liu J et al. (0), Frontiers in Cardiovascular Medicine, 8

Altmetric score is
BibTeX View PDF
@article{coronaryarteryd-/,
  title={Coronary Artery Disease: Optimal Lipoprotein(a) for Survival—Lower Is Better? A Large Cohort With 43,647 Patients},
  author={Liu J et al.},
  journal={Frontiers in Cardiovascular Medicine},
  volume={8},
  publisher={Frontiers Media SA}
}

BashTheBug: a crowd of volunteers reproducibly and accurately measure the minimum inhibitory concentrations of 13 antitubercular drugs from photographs of 96-well broth microdilution plates

Fowler PW et al. (0)

Altmetric score is
BibTeX View PDF
@article{bashthebugacrow-/,
  title={BashTheBug: a crowd of volunteers reproducibly and accurately measure the minimum inhibitory concentrations of 13 antitubercular drugs from photographs of 96-well broth microdilution plates},
  author={Fowler PW et al.},
  journal={},
  publisher={Cold Spring Harbor Laboratory}
}

A Bayesian model for fusing biomedical labels

Zhu TZT, Clifford GDC & Clifton DAC (0), 127-159

Altmetric score is
BibTeX View PDF
@misc{abayesianmodelf-/,
  title={A Bayesian model for fusing biomedical labels},
  author={Zhu TZT, Clifford GDC & Clifton DAC}
}

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

Javed H, Bishop J, EL-Bouri R, Zhu T, Taylor T et al. (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={Javed H, Bishop J, EL-Bouri R, Zhu T, Taylor T et al.},
  journal={PLoS One},
  publisher={Public Library of Science}
}