ERP based decision fusion for AD diagnosis across cohorts

Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009

Volumn , Issue , 2009, Pages 2494-2497

  Ahiskali, Metin ^a   Green, Deborah ^c   Kounios, John ^c   Clark, Christopher M ^b   Polikar, Robi ^a  

^a Rowan University   (United States)

^b UNIVERSITY OF PENNSYLVANIA   (United States)

^c DREXEL UNIVERSITY COLLEGE OF MEDICINE   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DEVELOPING COUNTRIES; NEURODEGENERATIVE DISEASES;

ALZHEIMER'S DISEASE; AVERAGE LIFE EXPECTANCY; DECISION FUSION; DIAGNOSTIC ACCURACY; EFFECTIVE APPROACHES; ENSEMBLE OF CLASSIFIERS; EVENT RELATED POTENTIALS; RESEARCH UNIVERSITIES;

DIAGNOSIS;

EID: 77950982482     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2009.5335141     Document Type: Conference Paper

References (18)

1. S. Gilman, M. Koller, R. S. Black, and L. Jenkins, "Clinical effects of Aβ immunization (AN1792) in patients with AD in an interrupted trial," Neurology, vol.64, pp. 1563-1572, 2005.
2. Alzheimer's Assoc., 2009AD Facts and Figures, Available online: http://www.alz.org/ natinal/documents/report-alzfactsfigures2009.pdf
3. A. Lim, D. et al., "Clinico-neuropathological correlation of Alzheimer's disease in a community-based case series," J Am Geriatr Soc, vol.47, no.5, pp. 564-569, May1999.
4. S. Yamaguchi, H. Tsuchiya, S. Yamagata, G. Toyoda, and S. Kobayashi, "Event-related brain potentials in response to novel sounds in dementia," Clinical Neurophys., vol.111, no.2, pp. 195-203, 2000.
5. D. J. Linden, "The p300: where in the brain is it produced and what does it tell us?," Neuroscientist, vol.11, no.6, pp. 563-576, 2005.
6. K. Bennys, F. Portet, J. Touchon, and G. Rondouin, "Diagnostic Value of Event-Related Evoked Potentials N200 and P300 Subcomponents in Early Diagnosis of Alzheimer's Disease and Mild Cognitive Impairment," J. Clinical Neurophys., vol.24, no.5, pp. 405-412, 2007.
7. J. Polich, "Updating P300: An integrative theory of P3a and P3b," Clinical Neurophysiology, vol.118, no.10, pp. 2128-2148, Oct.2007.
8. M. Lindau, V. Jelic, S. E. Johansson, C. Andersen, L. O. Wahlund, and O. Almkvist, "Quantitative EEG abnormalities and cognitive dysfunctions in frontotemporal dementia and Alzheimer's disease," Dement. Geriatr. Cogn Disord., vol.15, no.2, pp. 106-114, 2003.
9. M. Karrasch, M. Laine, J. O. Rinne, P. Rapinoja, E. Sinerva, and C. M. Krause, "Brain oscillatory responses to an auditory-verbal working memory task in mild cognitive impairment and Alzheimer's disease," Int. Journal of Psychophysiology, vol.59, no.2, pp. 168-178,2006.
10. T. Demiralp, A. Ademoglu, Y. Istefanopulos, C. Basar-Eroglu, and E. Basar, "Wavelet analysis of oddball P300," International Journal of Psychophysiology, vol.39, no.2-3, pp. 221-227, Jan.2001.
11. G. Jacques, J. L. Frymiare, J. Kounios, C. Clark, and R. Polikar, "Multiresolution analysis for early diagnosis of Alzheimer's disease," IEEE Engineering in Medicine and Biology Conference (EMBC 2004), vol.1, 2004, pp. 251-254.
12. D. Parikh, N. Stepenosky, A. Topalis, D. Green, J. Kounios, C. Clark, and R. Polikar, "Ensemble Based Data Fusion for Early Diagnosis of Alzheimer's Disease," 2005, pp. 2479-2482.
13. R. Polikar, A. Topalis, D. Parikh, D. Green, J. Frymiare, J. Kounios, and C. M. Clark, "An ensemble based data fusion approach for early diagnosis of Alzheimer's disease," Information Fusion, vol.9, no.1, pp. 83-95, Jan.2008.
14. R. Polikar, A. Topalis, D. Green, J. Kounios, and C. M. Clark, "Comparative multiresolution wavelet analysis of ERP spectral bands using an ensemble of classifiers approach for early diagnosis of Alzheimer's disease," Computers in Biology and Medicine, vol.37, no.4, pp. 542-558, Apr.2007.
15. T. Patel, R. Polikar, C. Davatzikos, and C. M. Clark, "EEG and MRI data fusion for early diagnosis of Alzheimer's disease," Engineering in Medicine and Biology Society, 2008. EMBS 2008. 30th Annual International Conference of the IEEE, 2008, pp. 1757-1760.
16. R. M. Crum, Anthony J.C., Bassett S.S., and M. Folstein, "Population-based norms for the Mini-Mental State Examination by age and educational level," Journal of American Medical Association, vol.269, no.18, pp. 2386-2391, 1993.
17. G. McKhann, D. Drachman, M. Folstein, R. Katzman, D. Price, and E. M. Stadlan, "Clinical diagnosis of Alzheimer's disease: report of the NINCDS-ADRDA Work Group under the auspices of Department of Health and Human Services Task Force on Alzheimer's Disease," Neurology, vol.34, no.7, pp. 939-944, 1984.
18. R. Polikar, "Bootstrap - Inspired Techniques in Computation Intelligence," Signal Processing Magazine, IEEE, vol.24, no.4, pp. 59-72, 2007.