Early detection of Alzheimer's disease using nonlinear analysis of EEG via Tsallis entropy

Proceedings of the 2010 Biomedical Science and Engineering Conference, BSEC 2010: Biomedical Research and Analysis in Neuroscience, BRAiN

Volumn , Issue , 2010, Pages

  De Bock, Thibaut J ^b   Das, Satyajit ^b   Mohsin, Maruf ^b   Munro, Nancy B ^a   Hively, Lee M ^a   Jiang, Yang ^c   Smith, Charles D ^c   Wekstein, David R ^c   Jicha, Gregory A ^c   Lawson, Adam ^d   Lianekhammy, Joann ^e   Walsh, Erin ^c   Kiser, Seth ^f   Black, Chelsea ^c  

^a OAK RIDGE NATIONAL LABORATORY   (United States)

^b UNIVERSITY OF TENNESSEE   (United States)

^c UNIVERSITY OF KENTUCKY   (United States)

^d EASTERN KENTUCKY UNIVERSITY   (United States)

^e UNIVERSITY OF KENTUCKY   (United States)

^f CATHOLIC UNIVERSITY OF AMERICA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALZHEIMER'S DISEASE; BRAIN REGIONS; COGNITIVE IMPAIRMENT; EARLY DETECTION; HIGH DEGREE OF ACCURACY; MILD DEMENTIA; POSTERIOR PARIETAL CORTICES; PREFRONTAL CORTEX; PSYCHOPHYSICAL; SCREENING TOOL; SIMILAR DEGREE; TSALLIS ENTROPIES; WORKING MEMORIES;

BRAIN; DIAGNOSIS; ENTROPY; NONLINEAR ANALYSIS;

DISEASES;

EID: 77955607311     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BSEC.2010.5510813     Document Type: Conference Paper

References (14)

1. A. Beuter, C. Labric, and K. Vasilakos, "Transient dynamics in motor control of patients with Parkinson's disease," Chaos, vol. 1, pp. 279-286, 1991.
2. L. Glass, "Nonlinear dynamics of physiological function and control," Chaos, vol. 1, pp. 247-250, 1991.
3. C. Babiloni, G. Binetti, E. Cassetta, G. Dal Forno, C. Del Percio, F. Ferreri, R.Ferri, G. Frisoni, K. Hirata, B. Lanuzza, C. Miniussi, D. V. Moretti, F. Nobili, G. Rodriguez, G. L. Romani, S. Salinari, P. M. Rossini, "Sources of cortical rhythms change as a function of cognitive impairment in pathological aging: a multicenter study," Clin. Neurophysiol., vol. 117, no. 2, pp. 252-68, 2006.
4. M. Buscema, M. Capriotti, F. Bergami, C. Babiloni, P. Rossini, E. Grossi, "The implicit function as squashing time model: a novel parallel nonlinear EEG analysis technique distinguishing mild cognitive impairment and Alzheimer's disease subjects with high degree of accuracy," Comput. Intell. Neurosci., 35021, 2007.
5. Y. Z. Jiang and J. Zhejiang, "Study on EEG power and coherence in patients with mild cognitive impairment during working memory task," Univ. Sci. B., vol. 6, no. 12, pp. 1213-9, 2005.
6. O. Pogarell, S. J. Teipel, G. Juckel, L. Gootjes, T. Moller, K. Burger, G. Leinsinger, H. J. Moller, U. Hegerl, H. Hampel, "EEG coherence reflects regional corpus callosum area in Alzheimer's disease," J. Neurol. Neurosurg. Psychiatry, vol. 76, no. 1, pp. 109-11, 2005.
7. P.M. Rossini, M. Buscema, M. Capriotti, E. Grossi, G. Rodriguez, C. Del Percio, and C. Babiloni, "Is it possible to automatically distinguish resting EEG data of normal elderly vs. mild cognitive impairment subjects with high degree of accuracy?," Clin. Neurophysiol., vol. 119, no. 7, pp. 1534-45, 2008.
8. D. Abásolo, R. Hornero, P. Espino, and D. Alvarez, Poza, "Entropy analysis of the EEG background activity in Alzheimer's disease patients," J. Physiol. Meas., vol. 27, no. 3, pp. 241-53, 2006.
9. R. Sneddon, W.R. Shankle, J. Hara, A. Rodriquez, D. Hoffman, U. Saha, "EEG detection of early Alzheimer's disease using psychophysical tasks," Clin. EEG Neurosci., vol. 3, pp. 141-150, 2005.
10. L. Lyras, N. J. Cairns, A. Jenner, P. Jenner, and B. Halliwell, "An assessment of oxidative damage to proteins, lipids, and DNA in brain from patients with Alzheimer's disease," J. Neurochem., vol. 68, no. 5, pp. 2061-69, 1997.
11. C. Guo, A. L. Lawson, Q. Zhang, Y. Jiang, "Brain potentials distinguish new and studied objects during working memory," Hum. Brain Map., vol. 29, pp. 441-452, 2008.
12. C. R. Clark, G. F. Egan, A. C. McFarlane, P. Morris, D. Weber, C. Sonkkilla, J. Marcina, H. J. Tochon-Danguy, "Updating working memory for words: a PET activation study," Hum Brain Map., vol. 9, no. 1, pp. 42-54, 2000.
13. C. Tomberg, "Cognitive N140 electrogenesis and concomitant 40 Hz synchronization in mid-dorsolateral prefrontal cortex (area 46) identified in non-averaged human brain potentials," Neurosci. Lett., vol. 266, no. 2, pp. 141-144, 1999.
14. J. S. Johnson and B. A. Olshausen, "Timecourse of neural signatures of object recognition," J. Vis., vol. 3, no. 7, pp. 499-512, 2003.