Functional Near Infrared Spectroscopy (fNIRS) synthetic data generation

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

Volumn , Issue , 2011, Pages 6589-6592

  Leamy, Darren J ^a   Ward, Tomás E ^a   Sweeney, Kevin T ^a  

^a NATIONAL UNIVERSITY OF IRELAND   (Ireland)

Author keywords

[No Author keywords available]

Indexed keywords

BIOSIGNALS; FUNCTIONAL NEAR INFRARED SPECTROSCOPY; MATHEMATICAL DESCRIPTIONS; SIGNAL PROCESSING TECHNIQUE; SPECTRAL PROPERTIES; SYNTHETIC DATA; VISUAL COMPARISON;

MATHEMATICAL TECHNIQUES; NEAR INFRARED SPECTROSCOPY;

SIGNAL PROCESSING;

DEOXYHEMOGLOBIN; HEMOGLOBIN;

ALGORITHM; ARTICLE; COMPUTER INTERFACE; COMPUTER PROGRAM; COMPUTER SIMULATION; ELECTROCARDIOGRAPHY; HEART; HUMAN; METABOLISM; METHODOLOGY; NEAR INFRARED SPECTROSCOPY; OSCILLOMETRY; PHYSIOLOGY; REPRODUCIBILITY; SIGNAL PROCESSING; THEORETICAL MODEL; TIME;

ALGORITHMS; COMPUTER SIMULATION; ELECTROCARDIOGRAPHY; HEART; HEMOGLOBINS; HUMANS; MODELS, THEORETICAL; OSCILLOMETRY; REPRODUCIBILITY OF RESULTS; SIGNAL PROCESSING, COMPUTER-ASSISTED; SOFTWARE; SPECTROSCOPY, NEAR-INFRARED; TIME FACTORS; USER-COMPUTER INTERFACE;

EID: 84055191688     PISSN: 1557170X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2011.6091625     Document Type: Conference Paper

References (14)

1. Y. Hoshi, Functional near-infrared spectroscopy: current status and future prospects., J. Biomed. Opt., vol. 12, 2007, pp 062106.
2. M. Wolf and M. Ferrari and V. Quaresima, Progress of near-infrared spectroscopy and topography for brain and muscle clinical applications. J. Biomed. Opt., vol. 12, 2007, pp 062104.
3. T. J. Huppert and R. D. Hoge and S. G. Diamond and M. A. Franceschini and D. A. Boas, A temporal comparison of BOLD, ASL, and NIRS hemodynamic responses to motor stimuli in adult humans., Neuroimage, vol. 29, 2006, pp 368-382.
4. U. E. Emir and C. B. Akgül and A. Akin and A. Ertüzün and B. Sankur and K. Harmanci, Wavelet denoising vs ICA denoising for functional optical imaging., Proceedings of First International IEEE EMBS Conference on Neural Engineering, 2003, 2003, pp 384-387.
5. P. E. McSharry and G. D. Clifford and L. Tarassenko and L. A. Smith, A dynamical model for generating synthetic electrocardiogram signals., IEEE Transactions on Biomedical Engineering, vol. 50, 2003, 289-294.
6. T. J. Huppert and S. G. Diamond and M. A. Franceschini and D. A. Boas, HomER: a review of time-series analysis methods for nearinfrared spectroscopy of the brain., Appl Opt, vol. 48, 2009, pp D280-D298.
7. D. J. Leamy and T. E. Ward, A novel co-locational and concurrent fNIRS/EEG measurement system: Design and initial results, Proceedings of Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE, 2010, 4230-4233.
8. F. Matthews and B. A. Pearlmutter and T. E. Ward and C. Soraghan and C. Markham, Hemodynamics for Brain-Computer Interfaces., IEEE Signal Processing Magazine, vol. 25, 2008, pp 87-94.
9. E. Okada and M. Firbank and M. Schweiger and S. R. Arridge and M. Cope and D. T. Delpy, Theoretical and experimental investigation of near-infrared light propagation in a model of the adult head., Appl. Opt., vol. 36, 1997, pp 21-31.
10. R. B. Buxton and E. C. Wong and L. R. Frank, Dynamics of blood flow and oxygenation changes during brain activation: the balloon model., Magn. Reson. Med., vol. 39, 1998, pp 855-864.
11. X. Cui and S. Bray and A. L. Reiss, Functional near infrared spectroscopy (NIRS) signal improvement based on negative correlation between oxygenated and deoxygenated hemoglobin dynamics., Neuroimage, vol. 49, 2010, pp 3039-3046.
12. C. Julien, The enigma of Mayer waves: Facts and models., Cardiovasc. Res., vol. 70, 2006, pp 12-21.
13. S. Coyle and T. Ward and C. Markham, Physiological noise in near-infrared spectroscopy: implications for optical brain computer interfacing., Conf Proc IEEE Eng Med Biol Soc., 2004, pp 4540-4543.
14. M. Cope, The application of near infrared spectroscopy to non invasive monitoring of cerebral oxygenation in the newborn infant., PhD. Thesis, University College London, 1991.