Denoising of diaphragmatic electromyogram signals for respiratory control and diagnostic purposes

Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology"

Volumn , Issue , 2008, Pages 5560-5563

  Alty, Stephen R ^a   Man, William D C ^b   Moxham, John ^c   Lee, Kalok C ^a  

^a KING'S COLLEGE LONDON   (United Kingdom)

^b ROYAL BROMPTON AND HAREFIELD NHS FOUNDATION TRUST   (United Kingdom)

^c KING'S COLLEGE LONDON   (United Kingdom)

Author keywords

Artificial ventilators; ECG; EMGdi; Esophageal catheter; Independent Component Analysis (ICA)

Indexed keywords

CATHETERS; ELECTROCARDIOGRAPHY; INDEPENDENT COMPONENT ANALYSIS; MUSCLE; SIGNAL DENOISING;

ARTIFICIAL VENTILATORS; ELECTROMYOGRAM SIGNALS; EMGDI; HEALTH PROFESSIONALS; INDEPENDENT COMPONENT ANALYSIS(ICA); RESPIRATORY CONTROL; RESPIRATORY MUSCLES; VENTILATOR SYSTEMS;

BIOMEDICAL SIGNAL PROCESSING;

ALGORITHM; ARTICLE; ARTIFACT; BREATHING MECHANICS; COMPUTER ASSISTED DIAGNOSIS; COMPUTER ASSISTED THERAPY; DIAPHRAGM; ELECTROCARDIOGRAPHY; ELECTROMYOGRAPHY; METHODOLOGY; PHYSIOLOGY; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY;

ALGORITHMS; ARTIFACTS; DIAGNOSIS, COMPUTER-ASSISTED; DIAPHRAGM; ELECTROCARDIOGRAPHY; ELECTROMYOGRAPHY; REPRODUCIBILITY OF RESULTS; RESPIRATORY MECHANICS; SENSITIVITY AND SPECIFICITY; THERAPY, COMPUTER-ASSISTED;

EID: 61849111687     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/iembs.2008.4650474     Document Type: Conference Paper

References (11)

1. Y.M. Luo, R.A. Lyall, L. Harris, G.F Rafferty, M.I. Polkey and J. Moxham, Quantification of the esophageal diaphragm electromyogram with magnetic phrenic nerve stimulation, Am. J. Respir. Crit. Care Med., vol. 160, 1999, pp 1629-1634.
2. C. Sinderby, J. Spahija, J. Beck, D. Kaminski, S. Yan, N. Comtois N and R Sliwinski, Diaphragm activation during exercise in chronic obstructive pulmonary disease. Am J. Respir. Crit. Care Med. vol. 163(7), 2001, pp 1637-41.
3. C. Sinderby, J. Beck, J. Spahija, J. Weinberg and A. Grassino, Voluntary activation of the human diaphragm in health and disease, J. Appl. Physiol., vol. 85(6), 1998, pp 2146-58.
4. C. Sinderby, P. Navalesi, J. Beck, Y. Skrobik, N. Comtois, S. Friberg S, S.B. Gottfried and L. Lindström, Neural control of mechanical ventilation in respiratory failure. Nat Med., vol. 5(12), 1999, pp 1433-6.
5. C. Sinderby, J. Beck, L. Lindström and A. Grossino, Enhamcement of signal quality in esophageal recordings of diaphragm EMG, J. Appl. Physiol., vol. 84(4), 1997, pp 1370-1377.
6. Y Hu, J. Mak, H. Liu and K. D. K. Luk, "ECG Cancellation for Surface Electromyography Measurement Using Independent Component Analysis", IEEE International Symposium on Circuits and Systems, 2007, pp 3235-3238.
7. Y Hu, X. H. Li, X. B. Xie, L. Y Pang, Y Cao and K. D. K. Luk, "Applying Independent Component Analysis on ECG Cancellation Technique for the Surface Recording of Trunk Electromyography", 27th Annual International Conference of the Engineering in Medicine and Biology Society (EMBC), 2005, pp 3647-3649.
8. E. Oja, A. Hyvarinen and J. Karhunen, Independent Component Analysis, Wiley, 2001.
9. J. V. Stone, Independent Component Analysis: A Tutorial Introduction, MIT Press, 2004.
10. S. Sanei and J. A. Chambers, EEG Signal Processing, Wiley, 2007.
11. The FastICA Algorithm, Version 2.5, downloadable from: http://www.cis.hut.fi/projects/ica/fastica/