Outputs (98)

Quantifying Missingness in Wearable Heart Rate Recordings (2021)
Presentation / Conference
Collins, T., Woolley, S. I., Oniani, S., & Pandyan, A. (2021, May). Quantifying Missingness in Wearable Heart Rate Recordings. Presented at Medical Informatics Europe 2021, Virtual

Wrist-worn photoplethysmography (PPG) heart rate monitoring devices are increasingly used in clinical applications despite the potential for data missingness and inaccuracy. This paper provides an analysis of the intermittency of experimental wearabl... Read More about Quantifying Missingness in Wearable Heart Rate Recordings.

Systematic review of training environments with motor imagery brain–computer interface: Coherent taxonomy, open issues and recommendation pathway solution (2021)
Journal Article
Al-Qaysi, Z. T., Ahmed, M. A., Hammash, N. M., Hussein, A. F., Albahri, A. S., Suzani, M. S., Al-Bander, B., Shuwandy, M. L., & Salih, M. M. (2021). Systematic review of training environments with motor imagery brain–computer interface: Coherent taxonomy, open issues and recommendation pathway solution. Health and Technology, 11(4), 783-801. https://doi.org/10.1007/s12553-021-00560-8

The brain–computer interface (BCI) technique represents one of the furthermost active interdisciplinary study domains and includes a wide knowledge spectrum from a different disciplines such as medicine, neuroscience, machine learning and rehabilitat... Read More about Systematic review of training environments with motor imagery brain–computer interface: Coherent taxonomy, open issues and recommendation pathway solution.

Federated Learning for Short-term Residential Energy Demand Forecasting (2021)
Preprint / Working Paper
Fan. Federated Learning for Short-term Residential Energy Demand Forecasting

Energy demand forecasting is an essential task performed within the energy industry to help balance supply with demand and maintain a stable load on the electricity grid. As supply transitions towards less reliable renewable energy generation, smart... Read More about Federated Learning for Short-term Residential Energy Demand Forecasting.

A Preliminary Scoping Study of Federated Learning for the Internet of Medical Things. (2021)
Book Chapter
Farhad, A., Woolley, S. I., & Andras, P. (2021). A Preliminary Scoping Study of Federated Learning for the Internet of Medical Things. In Volume 281: Public Health and Informatics (504 - 505). IOS Press. https://doi.org/10.3233/SHTI210216

This paper presents a scoping review of federated learning for the Internet of Medical Things (IoMT) and demonstrates the limited amount of research work in an area which has potential to improve patient care. Federated Learning and IoMT - as standal... Read More about A Preliminary Scoping Study of Federated Learning for the Internet of Medical Things..

Quantifying Missingness in Wearable Heart Rate Recordings (2021)
Book Chapter
Collins, T., Woolley, S. I., Oniani, S., & Pandyan, A. (2021). Quantifying Missingness in Wearable Heart Rate Recordings. In Volume 281: Public Health and Informatics (1077 - 1078). IOS Press. https://doi.org/10.3233/SHTI210352

Wrist-worn photoplethysmography (PPG) heart rate monitoring devices are increasingly used in clinical applications despite the potential for data missingness and inaccuracy. This paper provides an analysis of the intermittency of experimental wearabl... Read More about Quantifying Missingness in Wearable Heart Rate Recordings.

Identification of metallic objects using spectral MPT signatures: object characterisation and invariants (2021)
Journal Article
Ledger, P. D., Wilson, B. A., Amad, A. A. S., Amas, A., & Lionheart, W. R. B. (2021). Identification of metallic objects using spectral MPT signatures: object characterisation and invariants. International Journal for Numerical Methods in Engineering, 122(15), 3941-3984. https://doi.org/10.1002/nme.6688

The early detection of terrorist threat objects, such as guns and knives, through improved metal detection, has the potential to reduce the number of attacks and improve public safety and security. To achieve this, there is considerable potential to... Read More about Identification of metallic objects using spectral MPT signatures: object characterisation and invariants.

Mechanisms Underlying the Association of Chronic Obstructive Pulmonary Disease With Heart Failure (2021)
Journal Article
Lagan LEKARZ, J., Schelbert, E. B., Naish, J. H., Vestbo, J., Fortune, C., Bradley, J., Belcher, J., Hearne, E., Ogunyemi, F., Timoney, R., Prescott, D., Bain, H. D., Bangi, T., Zaman, M., Wong, C., Ashworth, A., Thorpe, H., Egdell, R., McIntosh, J., Irwin, B. R., …Miller, C. A. (2021). Mechanisms Underlying the Association of Chronic Obstructive Pulmonary Disease With Heart Failure. JACC: Cardiovascular Imaging, 14(10), 1963-1973. https://doi.org/10.1016/j.jcmg.2021.03.026

OBJECTIVES: The purposes of this study were to determine why chronic obstructive pulmonary disease (COPD) is associated with heart failure (HF). Specific objectives included whether COPD is associated with myocardial fibrosis, whether myocardial fibr... Read More about Mechanisms Underlying the Association of Chronic Obstructive Pulmonary Disease With Heart Failure.

Explicit Model for Surface Waves on an Elastic Half-Space Coated by a Thin Vertically Inhomogeneous Layer (2021)
Book Chapter
Mubaraki, A., Prikazchikov, D., & Kudaibergenov, A. (2022). Explicit Model for Surface Waves on an Elastic Half-Space Coated by a Thin Vertically Inhomogeneous Layer. . Springer International Publishing. https://doi.org/10.1007/978-3-030-77306-9_23

Near-resonant regimes of the moving load on a pre-stressed incompressible elastic half-space (2021)
Journal Article
Kudaibergenov, A., Kudaibergenov, A., & Prikazchikov, D. (2021). Near-resonant regimes of the moving load on a pre-stressed incompressible elastic half-space. Acta Mechanica et Automatica, 15(1), 30-36. https://doi.org/10.2478/ama-2021-0005

The article is concerned with the analysis of the problem for a concentrated line load moving at a constant speed along the surface of a pre-stressed, incompressible, isotropic elastic half-space, within the framework of the plane-strain assumption.... Read More about Near-resonant regimes of the moving load on a pre-stressed incompressible elastic half-space.

On meso-scale approximations for vibrations of membranes with lower-dimensional clusters of inertial inclusions (2021)
Journal Article
Maz′ya, V., Movchan, A., & Nieves, M. (2021). On meso-scale approximations for vibrations of membranes with lower-dimensional clusters of inertial inclusions. St. Petersburg Mathematical Journal, 32(3), 551 - 564. https://doi.org/10.1090/spmj/1661

Formal asymptotic algorithms are considered for a class of meso-scale approximations for problems of vibration of elastic membranes that contain clusters of small inertial inclusions distributed along contours of predefined smooth shapes. Effective t... Read More about On meso-scale approximations for vibrations of membranes with lower-dimensional clusters of inertial inclusions.