Alzheimer Electroencephalogram Temporal Events Detection by K-means

Ballard C, Gauthier S, Corbett A, Brayne C, Aarsland D, Jones E. Alzheimer's disease. The Lancet 2011;377:1019-1031. Jonker C, Launer L, Hooijer C, Lindeboom J. Memory complaints and memory impairment in older individuals. J Am Geriatr Soc 1996; 44:44-49. Jeong J. Eeg dynamics in patients with alzheimer's disease. Clin. Neurophysiol 2004; 115:1490-1505. Rodrigues P, Teixeira JP, Hornero R, Poza J, Carreres A. Classification of alzheimer's electroencephalograms using artificial neural networks and logistic regression. Japan - Portugal Nano-Biomedical Engineering Symposium 2011; 1:33-34. Rodrigues P, Teixeira JP. Artificial neural networks in the discrimination of alzheimer's disease. Communications in Computer and Information Science 2011; 221:272-281. Rioul O, Vetterli, M. Wavelets and signal processing. IEEE Signal Processing Magazine 1992; 8:14-38. Bishop CM. Pattern Recognition and Machine Learning. Springer; 2006. Yu S, Tranchevent LC, Moor B, Moreau Y. Methods and applications in bioinformatics and text mining. Series: Studies in Computational Intelligence 2011; 345:1-43. Pezard L, Jech R, Ruzicka E. Investigation of non-linear properties of multichannel eeg in the early stages of parkinson's disease. Clinical Neurophysiology 2001; 112:38-45. Fell J, Röschke J, Beckmann P. Non-linear analysis of sleep eeg data in schizophrenia: calculation of the principal lyapunov exponent. Journal of Psychiatric Research 1995; 56:257-269.