Principal component analysis as a tool for analyzing beat-to-beat changes in ECG features: application to ECG-derived respiration

Langley, Philip; Bowers, Emma J.; Murray, Alan

doi:10.1109/TBME.2009.2018297

All Outputs (8)

The role of the zygomaticomaxillary suture in modulating strain distribution within the skull of Macaca fascicularis (2009)
Presentation / Conference Contribution
Fitton, L., O'Higgins, P., & Fagan, M. The role of the zygomaticomaxillary suture in modulating strain distribution within the skull of Macaca fascicularis

The role of sutures in modulating strain distribution within the skull of Macaca fascicularis (2009)
Presentation / Conference Contribution
Fitton, L., O'Higgins, P., & Fagan, M. The role of sutures in modulating strain distribution within the skull of Macaca fascicularis

The effect of variations in muscle positions in a complex biomechanical model of a macaque skull (2009)
Presentation / Conference Contribution
Shi, J., Fitton, L., Curtis, N., O'Higgins, P., & Fagan, M. The effect of variations in muscle positions in a complex biomechanical model of a macaque skull

Mind the gap. A finite element study of the retromolar space and its relation to cortical thickness distribution in the mandibular ramus (2009)
Presentation / Conference Contribution
Gröning, F., O'Higgins, P., & Fagan, M. Mind the gap. A finite element study of the retromolar space and its relation to cortical thickness distribution in the mandibular ramus

Changing faces: an examination of robust craniofacial features in Macaca majori and implications for the hominid fossil record (2009)
Presentation / Conference Contribution
O'Higgins, P., & Fagan, M. Changing faces: an examination of robust craniofacial features in Macaca majori and implications for the hominid fossil record

Facial mechanics in early hominins: a study combining geometric morphometrics and finite elements analysis (2009)
Journal Article
Groening, F., Phillips, R., Cobb, S., & Fagan, M. (2009). Facial mechanics in early hominins: a study combining geometric morphometrics and finite elements analysis. American journal of physical anthropology, 138(48), 201 - 202

A single-channel telemetric intramedullary nail for in vivo measurement of fracture healing (2009)
Journal Article
Wilson, D. J., Morgan, R. L., Hesselden, K. L., Dodd, J. R., Janna, S. W., & Fagan, M. J. (2009). A single-channel telemetric intramedullary nail for in vivo measurement of fracture healing. Journal of orthopaedic trauma, 23(10), 702-709. https://doi.org/10.1097/bot.0b013e3181b01c49

Objective: The objective of this study was to develop a single-channel telemetric intramedullary nail that measures anterior-posterior bending strains and determine whether these forces decrease sigmoidally when normalized to the ground reaction forc... Read More about A single-channel telemetric intramedullary nail for in vivo measurement of fracture healing.

Principal component analysis as a tool for analyzing beat-to-beat changes in ECG features: application to ECG-derived respiration (2009)
Journal Article
Langley, P., Bowers, E. J., & Murray, A. (2010). Principal component analysis as a tool for analyzing beat-to-beat changes in ECG features: application to ECG-derived respiration. IEEE transactions on bio-medical engineering / Bio-medical Engineering Group, 57(4), 821-829. https://doi.org/10.1109/TBME.2009.2018297

An algorithm for analyzing changes in ECG morphology based on principal component analysis (PCA) is presented and applied to the derivation of surrogate respiratory signals from single-lead ECGs. The respiratory-induced variability of ECG features, P... Read More about Principal component analysis as a tool for analyzing beat-to-beat changes in ECG features: application to ECG-derived respiration.