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• 2020

  Advancing PPG signal quality and know-how through knowledge translation - from experts to student and researcher

  Huthart, S., Elgendi, M., Zheng, D., Stansby, G. & Allen, J., 21 Dec 2020, In: Frontiers in Digital Health. 2, 7 p., 619692.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • students
  • researchers
  • exercise
  • questionnaires
  • experimental design
  7 Downloads (Pure)
• 2019

  Deep learning-based automatic blood pressure measurement: evaluation of the effect of deep breathing, talking and arm movement

  Pan, F., He, P., Chen, F., Pu, X., Zhao, Q. & Zheng, D., 2019, In: Annals of Medicine. 51, 7-8, p. 397-403 7 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Deep Learning
  • Respiration
  • Blood Pressure
  4 Downloads (Pure)
• 2018

  Quantification of radial arterial pulse characteristics change during exercise and recovery

  Wang, A., Yang, L., Wen, W., Zhang, S., Hao, D., Khalid, S. G. & Zheng, D., Mar 2018, In: Journal of Physiological Sciences. 68, p. 113–120 8 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Exercise
  • Healthy Volunteers
  6 Citations (Scopus)

  7 Downloads (Pure)

• Pulse interval modulation-based method to extract the respiratory rate from oscillometric cuff pressure waveform during blood pressure measurement

  Gui, Y., Chen, F., Murray, A. & Zheng, D., 5 Apr 2018, Computing in Cardiology. IEEE, Vol. 44.

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding › peer-review

  • Respiratory Rate
  • Respiration
  • Pressure
  • Blood Pressure
  • Health Status
• 2017

  Change of bilateral difference in radial artery pulse morphology with one-side arm movement

  Jiang, X., Wei, S., Zheng, D., Liu, F., Zhang, S., Zhang, Z. & Liu, C., Sep 2017, In: Artery Research. 19, p. 1-8 8 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Radial Artery
  • Pulse
  • Compliance
  • Arteries
  • Healthy Volunteers
  1 Citation (Scopus)

  7 Downloads (Pure)
• 2016

  Need for re-validation of automated blood pressure devices for use in unstable conditions

  Zheng, D., Liu, C., Amoore, J., Mieke, S. & Murray, A., 18 Feb 2016, Computing in Cardiology. IEEE, Vol. 42. p. 17-20 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding › peer-review

  • Blood Pressure
  • Equipment and Supplies
  • Respiration
  • Healthy Volunteers
  • Pressure
• 2017

  Variation of the Korotkoff Stethoscope Sounds During Blood Pressure Measurement: Analysis Using a Convolutional Neural Network

  Pan, F., He, P., Liu, C., Li, T., Murray, A. & Zheng, D., Nov 2017, In: IEEE Journal of Biomedical and Health Informatics. 21, 6, p. 1593 - 1598 6 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Stethoscopes
  • Blood pressure
  • Pressure measurement
  • Acoustic waves
  • Blood Pressure
  10 Citations (Scopus)

  17 Downloads (Pure)
• 2019

  The profile of sight-threatening diabetic retinopathy in patients attending a specialist eye clinic in Hangzhou, China

  Sapkota, R., Chen, Z., Zheng, D. & Pardhan, S., 11 Apr 2019, In: BMJ Open Ophthalmology. 4, 1, 6 p., e000236.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Diabetic Retinopathy
  • China
  • Eye
  • Macular Edema
  • Exudates and Transudates
  5 Citations (Scopus)

  1 Downloads (Pure)
• 2018

  Quantitative Comparison of Korotkoff Sound Waveform Characteristics: Effects of Static Cuff Pressures and Stethoscope Positions

  Pan, F., Chen, F., Liu, C., Yang, Z., Liu, Z. & Zheng, D., Nov 2018, In: Annals of Biomedical Engineering. 46, 11, p. 1736–1744 9 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Acoustic waves
  • Sound recording
  • Blood pressure
  • Pressure measurement
  • Analysis of variance (ANOVA)
  10 Downloads (Pure)
• 2017

  Phase difference between respiration signal and respiratory modulation signal from oscillometric cuff pressure pulses during blood pressure measurement

  Chen, D., Chen, F., Murray, A. & Zheng, D., 2 Mar 2017, Computing in Cardiology. IEEE

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding › peer-review

  • Respiration
  • Blood Pressure
  • Pressure
  1 Citation (Scopus)

• Quantification of vascular function changes under different emotion states: A pilot study

  Xia, Y., Yang, L., Mao, X., Zheng, D. & Liu, C., 28 Jun 2017, In: Technology and Health Care. 25, 3, p. 447-456 10 p.

  Research output: Contribution to journal › Article › peer-review

  • Emotions
  • Stiffness
  • Blood Vessels
  • Sadness
  • Happiness
  3 Citations (Scopus)
• 2019

  A novel deep learning based automatic auscultatory method to measure blood pressure

  Pan, F., He, P., Chen, F., Zhang, J., Wang, H. & Zheng, D., Aug 2019, In: International Journal of Medical Informatics. 128, p. 71-78 8 p.

  Research output: Contribution to journal › Article › peer-review

  • Deep Learning
  • Stethoscopes
  • Blood Pressure
  • Pressure
  • Healthy Volunteers
  5 Citations (Scopus)
• 2016

  Detection of coupling in short physiological series by a Joint Distribution Entropy Method

  Li, P., Li, K., Liu, C., Zheng, D., Li, Z-M. & Liu, C., 7 Jan 2016, In: IEEE Transactions on Biomedical Engineering. 63, 11, p. 2231 - 2242 12 p.

  Research output: Contribution to journal › Article › peer-review

  • Entropy
  • Gaging
  • Rats
  • Electroencephalography
  • Time series
  20 Citations (Scopus)
• 2018

  Gaussian Modelling Characteristics of Peripheral Arterial Pulse: Difference between Measurements from the Three Trimesters of Healthy Pregnancy

  Li, K., Zhang, S., Yang, L., Jiang, H., Hao, D. & Zheng, D., 11 Oct 2018, In: Journal of Healthcare Engineering. 2018, 9 p., 1308419.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Pregnancy Trimesters
  • Pregnant Women
  • Second Pregnancy Trimester
  • Pregnancy
  • Arteries
  1 Citation (Scopus)

  2 Downloads (Pure)
• 2016

  An exploratory study of reverse exchange systems used for medical devices in the UK National Health Service (NHS)

  Xie, Y., Breen, L., Cherrett, T., Zheng, D. & Allen, C. J., 14 Mar 2016, In: Supply Chain Management. 21, 2, p. 194-215 22 p.

  Research output: Contribution to journal › Article › peer-review

  • National Health Service
  • Medical Devices
  • Exploratory Study
  • Information and Communication Technology
  • Technology Implementation
  14 Citations (Scopus)
• 2018

  Gaussian modelling characteristics changes derived from finger photoplethysmographic pulses during exercise and recovery

  Wang, A., Yang, L., Wen, W., Zhang, S., Gu, G. & Zheng, D., Mar 2018, In: Microvascular Research. 116, p. 20-25 6 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Fingers
  • Recovery
  • Exercise
  • Vasodilation
  • Vascular Resistance
  6 Citations (Scopus)

  8 Downloads (Pure)
• 2016

  Comparison of stethoscope bell and diaphragm, and of stethoscope tube length, for clinical blood pressure measurement

  Liu, C., Griffiths, C., Murray, A. & Zheng, D., Jun 2016, In: Blood Pressure Monitoring. 21, 3, p. 178-183 6 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Stethoscopes
  • Diaphragm
  • Blood Pressure
  • Blood Pressure Determination
  • Analysis of Variance
  10 Citations (Scopus)

  8 Downloads (Pure)
• 2018

  Blood Pressure Estimation Using Photoplethysmography Only: Comparison between Different Machine Learning Approaches

  Khalid, S. G., Zhang, J., Chen, F. & Zheng, D., 23 Oct 2018, In: Journal of Healthcare Engineering. 2018, 13 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Photoplethysmography
  • Machine Learning
  • Blood pressure
  • Machine learning
  • Blood Pressure
  31 Citations (Scopus)

  9 Downloads (Pure)
• 2017

  Significantly Reduced Blood Pressure Measurement Variability for Both Normotensive and Hypertensive Subjects: Effect of Polynomial Curve Fitting of Oscillometric Pulses

  Yang, F., Chen, F., Zhu, M., Chen, A. & Zheng, D., 12 Jul 2017, In: BioMed Research International. 2017, 8 p., 5201069 .

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Blood pressure
  • Curve fitting
  • Pressure measurement
  • Polynomials
  • Blood Pressure
  2 Citations (Scopus)

  9 Downloads (Pure)
• 2019

  Automatic Detection of Hard Exudates in Color Retinal Images Using Dynamic Threshold and SVM Classification: Algorithm Development and Evaluation

  Long, S., Huang, X., Chen, Z., Pardhan, S. & Zheng, D., 23 Jan 2019, In: BioMed Research International. 2019, 13 p., 3926930.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Support Vector Machine
  • Exudates and Transudates
  • Color
  • Support vector machines
  • Cluster Analysis
  21 Citations (Scopus)

  5 Downloads (Pure)
• 2018

  Changes of Arterial Pulse Waveform Characteristics with Gestational Age during Normal Pregnancy

  Li, K., Zhang, S., Yang, L., Jiang, H., Chi, Z., Wang, A., Yang, Y., Li, X., Hao, D., Zhang, L. & Zheng, D., 22 Oct 2018, In: Scientific Reports. 8, 7 p., 15571.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • gestational age
  • pregnancy
  • pregnant women
  • cardiovascular system
  • blood pressure
  3 Citations (Scopus)

  3 Downloads (Pure)

• Detection of atrial fibrillation using decision tree ensemble

  Bin, G., Shao, M., Bin, G., Huang, J., Zheng, D. & Wu, S., 5 Apr 2018, Computing in Cardiology. IEEE

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding › peer-review

  • Electrocardiography
  • Decision trees
  • Adaptive boosting
  14 Citations (Scopus)

• Effect of Respiration on the Characteristic Ratios of Oscillometric Pulse Amplitude Envelope in Blood Pressure Measurement

  Gui, Y., Chen, F., Murray, A. & Zheng, D., 29 Oct 2018, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE, p. 3646 - 3649 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding › peer-review

  Open Access

  File

  • Respiration
  • Blood Pressure
  • Equipment and Supplies
  • Healthy Volunteers
  1 Citation (Scopus)

  6 Downloads (Pure)
• 2020

  Influences of Sensor Placement Site and Subject Posture on Measurement of Respiratory Frequency Using Triaxial Accelerometers

  Hughes, S., Liu, H. & Zheng, D., 9 Jul 2020, In: Frontiers in Physiology. 11, 11 p., 823.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Posture
  • Respiration
  • Acceleration
  • Thoracic Wall
  • Direction compound
  3 Downloads (Pure)
• 2016

  Quantification of MRI and MRS characteristics changes in a rat model at different stage of cerebral ischemia

  Zhang, Y., Hao, D., Lv, X., Li, S., Tian, Y., Zheng, D. & Zeng, Y., 2016, In: Neurological Research. 38, 7, p. 640-646 7 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Brain Ischemia
  • Magnetic Resonance Spectroscopy
  • Magnetic Resonance Imaging
  • Middle Cerebral Artery Infarction
  • Brain
  8 Downloads (Pure)
• 2020

  Uterus Modeling from Cell to Organ Level: towards Better Understanding of Physiological Basis of Uterine Activity

  Xu, Y., Liu, H., Hao, D., Taggart, M. & Zheng, D., 11 Sep 2020, In: IEEE Reviews in Biomedical Engineering. (In-press), p. (In-press)

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Physiology
  • Chemical activation
  • Tissue
  35 Downloads (Pure)
• 2019

  Quantitative comparison of photoplethysmographic waveform characteristics: Effect of measurement site

  Hartmann, V., Liu, H., Chen, F., Qiu, Q., Hughes, S. & Zheng, D., 5 Mar 2019, In: Frontiers in Physiology. 10, 8 p., 198.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Photoplethysmography
  • Respiration
  • Wrist
  • Fingers
  • Forehead
  14 Citations (Scopus)

  7 Downloads (Pure)

• Toward accurate extraction of respiratory frequency from the photoplethysmogram: Effect of measurement site

  Hartmann, V., Liu, H., Chen, F., Hong, W., Hughes, S. & Zheng, D., 18 Jun 2019, In: Frontiers in Physiology. 10, 11 p., 732.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Respiration
  • Forehead
  • Fingers
  • Wrist
  • Arm
  10 Citations (Scopus)

  7 Downloads (Pure)

• Preliminary Study on the Efficient Electrohysterogram Segments for Recognizing Uterine Contractions with Convolutional Neural Networks

  Peng, J., Hao, D., Liu, H., Liu, J., Zhou, X. & Zheng, D., 13 Oct 2019, In: BioMed Research International. 2019, 9 p., 3168541 .

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Uterine Contraction
  • Neural networks
  • Neural Networks (Computer)
  • Pregnant Women
  • Uterine Monitoring
  6 Citations (Scopus)

  10 Downloads (Pure)
• 2018

  Innovative multi-site photoplethysmography measurement and analysis demonstrating increased arterial stiffness in paediatric heart transplant recipients

  Sharkey, E. J., Di Maria, C., Klinge, A., Murray, A., Zheng, D., O'Sullivan, J. & Allen, J., 1 Aug 2018, In: Physiological Measurement. 39, 7, 074007.

  Research output: Contribution to journal › Article › peer-review

  • Photoplethysmography
  • Transplants
  • Pediatrics
  • Vascular Stiffness
  • Transplant Recipients
  3 Citations (Scopus)
• 2019

  Recent development of respiratory rate measurement technologies

  Liu, H., Allen, J., Zheng, D. & Chen, F., 2 Aug 2019, In: Physiological Measurement. 40, 7, 27 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Respiratory Rate
  • Technology
  • Monitoring
  • Direction compound
  32 Citations (Scopus)

  41 Downloads (Pure)
• 2020

  Comparison of different modulations of photoplethysmography in extracting respiratory rate: from a physiological perspective

  Liu, H., Chen, F., Hartmann, V., Khalid, S. G., Hughes, S. & Zheng, D., 1 Oct 2020, In: Physiological Measurement. 41, 9, 15 p., 094001.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Photoplethysmography
  • Respiratory Rate
  • Frequency modulation
  • Modulation
  • Frequency estimation
  1 Citation (Scopus)

  5 Downloads (Pure)
• 2018

  Relationship between carotid artery sclerosis and blood pressure variability in essential hypertension patients

  Chi, X., Li, M., Zhan, X., Man, H., Xu, S., Zheng, D., Bi, J., Wang, Y. & Liu, C., 1 Jan 2018, In: Computers in Biology and Medicine. 92, p. 73-77 5 p.

  Research output: Contribution to journal › Article › peer-review

  • Arteriosclerosis
  • Blood pressure
  • Sclerosis
  • Essential Hypertension
  • Carotid Arteries
  4 Citations (Scopus)
• 2020

  Effect of temporal misalignment on understanding Mandarin sentences in simulated combined electric-and-acoustic stimulation

  Wu, H., Lin, W., Chen, F. & Zheng, D., 9 Dec 2020, In: The Journal of the Acoustical Society of America. 148, 6, p. EL433–EL439 7 p.

  Research output: Contribution to journal › Article › peer-review

  • sentences
  • stimulation
  • misalignment
  • Stimulation
  • Acoustics

• Dataset on Blood Flow and Instantaneous Wave-free Ratio in Normal and Stenosed Coronary Arteries

  Liu, H., Ou, S., Liu, P., Xu, Y., Gong, Y., Xia, L., Leng, X., Leung, T. W. H., Shi, L. & Zheng, D., Oct 2020, In: Data in Brief. 32, 106011.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Blood
  • Hemodynamics
  • Computational fluid dynamics
  • Flow rate
  • Tomography
  3 Downloads (Pure)

• An ERP Study on the Auditory Stream Segregation in Cochlear Implant Simulations: Effects of Frequency Separation and Time Interval

  Xu, D., Zhu, S., Zheng, D. & Chen, F., 27 Aug 2020, 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society: Enabling Innovative Technologies for Global Healthcare, EMBC 2020. Institute of Electrical and Electronics Engineers Inc., p. 3260-3263 4 p. 9176043. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2020-July).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding › peer-review

  • Cochlear implants
  • Cochlear Implants
  • Evoked Potentials
  • Speech processing
  • Audition

• Cuffless Blood Pressure Estimation Using Single Channel Photoplethysmography: A Two-Step Method

  Khalid, S. G., Liu, H., Zia, T., Zhang, J., Chen, F. & Zheng, D., 2020, In: IEEE Access. 8, p. 58146-58154 9 p., 9042315.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Photoplethysmography
  • Blood pressure
  • ISO Standards
  3 Citations (Scopus)

  68 Downloads (Pure)

• Multimodal Photoplethysmography-Based Approaches for Improved Detection of Hypertension

  Welykholowa, K., Hosanee, M., Chan, G., Cooper, R., Kyriacou, P. A., Zheng, D., Allen, J., Abbott, D., Menon, C., Lovell, N. H., Howard, N., Chan, W-S., Lim, K., Fletcher, R., Ward, R. & Elgendi, M., 22 Apr 2020, In: Journal of Clinical Medicine. 9, 20 p., 1203.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Photoplethysmography
  • Hypertension
  • Blood Pressure
  • Wearable Electronic Devices
  • Technology
  2 Downloads (Pure)