Blind source separation of concurrent disease-related patterns from EEG in Creutzfeldt-Jakob disease for assisting early diagnosis

Springer Optimization and Its Applications

Volumn 38, Issue , 2010, Pages 57-74

  Hung, Chih I ^a,b   Wang, Po Shan ^a,b,c   Soong, Bing Wen ^a,b   Teng, Shin ^a,b   Hsieh, Jen Chuen ^a,b   Wu, Yu Te ^a  

^a NATIONAL YANG MING UNIVERSITY   (Taiwan)

^b TAIPEI VETERANS GENERAL HOSPITAL   (Taiwan)

^c TAIPEI MUNICIPAL GAN DAU HOSPITAL   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 84976516373     PISSN: 19316828     EISSN: 19316836     Source Type: Book Series    
DOI: 10.1007/978-0-387-88630-5_4     Document Type: Chapter

References (26)

1. Au, W., Gabor, A., Vijayan, N., et al. Periodic lateralized epileptiform complexes (pleds) in creutzfeldt-jakob disease. Neurology 30, 611-617 (1980)
2. Calamante, F., Mørup, M., Hansen, L. Defining a local arterial input function for perfusion mri using independent component analysis. Magn Reson Med 52, 789-797 (2004)
3. Cambier, D., Kantarci, K., Worrell, G., et al. Lateralized and focal clinical, eeg, and flair mri abnormalities in creutzfeldt-jakob disease. Clin Neurophysiol 114, 1724-1728 (2003)
4. Collins, S., Sanchez-Juan, P., Master C., et al. Determinants of diagnostic investigation sensitivities across the clinical spectrum of sporadic creutzfeldt-jakob disease. Brain 129, 2278-2287 (2006)
5. Fisch, B. Fisch and Spehlmann’s EEG Primer. Elsevier Science B.V., Amsterdam (1999)
6. Fushimi, M., Sato, K., Shimizu, T., et al. Pleds in creutzfeldt-jakob disease following a cadaveric dural graft. Clin Neurophysiol 113, 1030-1035 (2002)
7. Geschwind, M., Martindale, J., Miller, D., et al. Challenging the clinical utility of the 14-3-3 protein for the diagnosis of sporadic creutzfeldt-jakob disease. Arch Neurol 60, 813-816 (2003)
8. Hansen, H., Zschocke, S., Sturenburg, H., et al. Clinical changes and eeg patterns preceding the onset of periodic sharp wave complexes in creutzfeldt-jakob disease. Acta Neurol Scand 97, 99-106 (1998)
9. Hansen, L., Larsen, J., Kolenda, T. Blind detection of independent dynamic components. Proc IEEE Int Conf Acoust Speech Signal Process ICASSP 5, 3197-3200 (2001)
10. Hung, C., Lee, P., Wu, Y, et al. Recognition of motor imagery electroencephalography using independent component analysis and machine classifiers. Ann Biomed Eng 33, 1053-1070 (2005)
11. Hyvärinen, A., Karhunen, J., Oja, E. Independent Component Analysis. John Wiley & Sons, Inc., New York (2001)
12. Joyce, C., Gorodnitsky, I., Kutas, M. Automatic removal of eyemovement and blink artifacts from eeg data using blind component separation. Psychophysiology 41, 313-325 (2004)
13. Jung, K., Kim, J., Kim, D., et al. Independent component analysis of generalized spikeand- wave discharges: Primary versus secondary bilateral synchrony. Clin Neurohysiol 116, 913-919 (2005)
14. Jung, T., Makeig, S., Humphries, C., et al. Removing electroencephalographic artifacts by blind source separation. Psychophysiology 37, 163-178 (2000)
15. Jung, T.,Makeig, S.,Westerfield,M., et al. Removal of eye activity artifacts from visual eventrelated potentials in normal and clinical subjects. Clin Neurohysiol 111, 1745-1758 (2000)
16. Kao, Y., Guo, W., Wu, Y., et al. Hemodynamic segmentation of mr brain perfusion images using independent component, bayesian estimation and thresholding. Magn Reson Med 49, 885-894 (2003)
17. Lee, P., Hsieh, J., Wu, C., et al. The brain computer interface using flash visual evoked potential and independent component analysis. Ann Biomed Eng 34, 1641-1654 (2006)
18. Lee, P., Wu, Y., Chen, L., et al. Ica-based spatiotemporal approach for single-trial analysis of postmovement meg beta synchronization. NeuroImage 20, 2010-2030 (2003)
19. MacKay, D. Bayesian model comparison and backprop nets. Adv Neural Inf Process Syst 4, 839-846 (1992)
20. Schröter, A., Zerr, I., Henkel, K., et al. Magnetic resonance imaging in the clinical diagnosis of creutzfeldt-jakob disease. Arch Neurol 57, 1751-1757 (2000)
21. Stearns, S., David, R. Signal Processing Algorithms in Matlab. Prentice Hall PTR, New Jersey (1996)
22. Urrestarazu, E., LeVan, P., Gotman, J. Independent component analysis identifies ictal bitemporal activity in intracranial recordings at the time of unilateral discharges. Clin Neurophysiol 117, 549-561 (2006)
23. Vigario, R., Särelä, J., Jousmaki, V. et al. Independent component approach to the analysis of eeg and meg recordings. IEEE Trans Biomed Eng 47, 589-593 (2000)
24. Wieser, H., Schindler, K., Zumsteg, D. Eeg in creutzfeldt-jakob disease. Clin Neurophysiol 117, 935-951 (2006)
25. Wieser, H., Schwarz, U., Blattler, T., et al. Serial eeg findings in sporadic and iatrogenic creutzfeldt-jakob disease. Clin Neurophysiol 115, 2467-2478 (2004)
26. Wübbeler, G., Ziehe, A., Mackert, B., et al. Independent component analysis of noninvasively recorded corticalmagnetic dc-fields in humans. IEEE Trans Biomed Eng 47, 594-599 (2000)