Detection of abnormalities for diagnosing of children with autism disorders using of quantitative electroencephalography analysis

Journal of Medical Systems

Volumn 36, Issue 2, 2012, Pages 957-963

  Sheikhani, Ali ^a   Behnam, Hamid ^b   Mohammadi, Mohammad Reza ^c   Noroozian, Maryam ^c   Mohammadi, Mohammad ^d  

^a ISLAMIC AZAD UNIVERSITY   (Iran)

^b IRAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Iran)

^c TEHRAN UNIVERSITY OF MEDICAL SCIENCES   (Iran)

^d Iranian Behavioral and Psychological Center for Children and Adolescents   (Iran)

Author keywords

Autism disorders; Coherence; Quantitative Electroencephalography (qEEG); Spectrogram

Indexed keywords

ARTICLE; AUTISM; CHILD; CHILDHOOD DISEASE; CLASSIFICATION; CLINICAL ARTICLE; CONTROLLED STUDY; DSM-IV; ELECTRODE; ELECTROENCEPHALOGRAPHY; FEMALE; FOURIER TRANSFORMATION; HUMAN; MACHINE; MALE; NON INVASIVE PROCEDURE; QUANTITATIVE ANALYSIS; SHORT TIME FOURIER TRANSFORMATION ANALYSIS; SPECTROGRAM; STATISTICAL ANALYSIS; TEMPORAL LOBE; EVALUATION; IMAGE PROCESSING; METHODOLOGY;

CHILD; CHILD DEVELOPMENT DISORDERS, PERVASIVE; ELECTROENCEPHALOGRAPHY; FEMALE; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; MALE;

EID: 84863201958     PISSN: 01485598     EISSN: 1573689X     Source Type: Journal    
DOI: 10.1007/s10916-010-9560-6     Document Type: Article

References (41)

1. Baird, G., Charman, T., Cox, A., Baron-Cohen, S., Swettenham, J., Wheelwright, S., et al., Screening and Surveillance for autism and pervasive developmental disorders. Arch. Dis. Child. 84:468-475, 2001. (Pubitemid 33027584)
2. Charman, T., and Baird, G., Practitioner review: Diagnosis of autism spectrum disorder in 2- and 3-year-old children. J. Child Psychol. Psychiatry 43:289-305, 2002. (Pubitemid 36939219)
3. Rogers, S., Dignosis of autism before the age of 3. International Review of Mental Retardation 23:1-31, 2001.
4. Akhondzadeh, S., Erfani, S., Mohammadi, M. R., Taheri-Doost, M., Amini, H., Gudarzi, S. S., and Yasamyet, M. T., Cyproheptadine in the treatment of autistic disorder: A doubleblind placebo-controlled trial. J. Clin. Pharm. Ther. 29:145-150, 2004. (Pubitemid 38482479)
5. Blaxill, M. F., What's going on? The question of time trends in autism. Public Health Rep. 119:536-551, 2004. (Pubitemid 39468809)
6. Coben, R., Clarke, A. R., Hudspeth, W., and Barry, R. J., EEG power and coherence in autistic spectrum disorder. Clin. Neurophysiol. 119:1002-1009, 2008.
7. Fombonne, E., The epidemiology of autism: A review. Psychol. Med. 29:769-786, 1999. (Pubitemid 29381037)
8. Sarbadhikari, S. N., and Chakrabarty, K., Chaos in the brain: A short review alluding to epilepsy, depression, exercise and lateralization. Med. Eng. Phys. 23:447-457, 2001.
9. Jeong, J., Chase, J. H., Kim, S. Y., and Han, S. H., Nonlinear dynamics analysis of EEG in patients with Alzheimer's disease and vascular dementia. J. Clin. Neurophysiol. 18:58-67, 2001. (Pubitemid 32240442)
10. Hudetz, A. G., Effects of volatile anesthetics on interhemisphemispheric EEG cross-approximate entropy in the rat. Brain Res. 954:123-131, 2002. (Pubitemid 35223448)
11. Tong, S., Bezerianos, A., Paul, J., Zhu, Y., and Thakor, N. V., Nonextensive entropy measure of EEG following brain injury from cardiac arrest. Physica, A 305:619-628, 2002. (Pubitemid 34232291)
12. Chez, M. G., Chang, M., Krasne, V., Coughlan, C., Kominsky, M., and Schwartz, A., Frequency of epileptiform EEG abnormalities in a sequential screening of autistic patients with no known clinical epilepsy from 1996 to 2005. Epilepsy Behav. 8:267-271, 2006. (Pubitemid 43103859)
13. Rossi, P. G., Parmeggiani, A., Bach, V., Santucci, M., and Visconti, P., EEG features and epilepsy in patients with autism. Brain Dev. 17:169-174, 1995.
14. Bashina, V. M., Gorbachevskaia, N. L., Simashkova, N. V., Iznak, A. F., Kozhushko, L. F., and Iakupova, L. P., The clinical, neurophysiologial and differential diagnostic aspects in a study of severe forms of early childhood autism. Zh Nevropatol Psikhiatr Im SS Korsakova 94:68-71, 1994.
15. Orekhova, E. V., Stroganova, T. A., Nygren, G., Tsetlin, M. M., Posikera, I. N., Gillberg, C., and Elam, M., Excess of High Frequency Electroencephalogram oscillation in boys with autism. Biol. Psychiatry 62:1022-1029, 2007. (Pubitemid 47562364)
16. Dawson, G., Klinger, L. G., Panagiotides, H., Lewy, A., and Castello, P., Subgroups of autistic children based on social behavior display distinct patterns of brain activity. J. Abnorm. Child Psychol. 23:569-583, 1995.
17. Stroganova, T. A., Nygren, G., Tsetlin, M. M., Posikera, I. N., Gillberg, C., Elam, M., and Orekhova, E. V., Abnormal EEG lateralization in boys with autism. Clin. Neurophysiol. 118:1842-1854, 2007. (Pubitemid 47031704)
18. Oberman, L. M., Hubbard, E. M., McCleery, J. P., Altschuler, E. L., Ramachandran, V. S., and Pineda, J. A., EEG evidence for mirror neuron dysfunction in autism spectrum disorders. Cogn. Brain Res. 24(2):190-198, 2005. (Pubitemid 40922627)
19. American Psychiatric Association, Task force on DSM-IV Diagnostic and statistical manual of mental disorders, DSM-IVIR 4th ed. American Psychiatric Association, Washington, DC, 2000.
20. Wechsler, D., Whechsler Intelligence Scale for children-Third Edition (WISC-III). The Psychological Corporation, San Antonio, 1991.
21. Oldfield, R. C., The assessment and analysis of handedness the Edinburgh inventory. Neuropsychologia 9:97-113, 1971.
22. Jasper, H. H., Report of committee on methods of clinical examination in electroencephalography. Electroencephalogr. Clin. Neurophysiol. 10:370-375, 1958.
23. Herbert, M. R., Ziegler, D. A., Makris, N., Filipek, P. A., Kemper, T. L., Normandin, J. J., et al., Localization of white matter volume increase in autism and developmental language disorder. Ann. Neurol. 55:530-540, 2004. (Pubitemid 38391970)
24. Nunez, P. L., and Srinvasan, R., Electric fields of the brain; The Neurophysics of EEG, 2nd edition. Oxford University Press, New York, 2006.
25. Tokmakei, M., and Erdogan, N., Investigation of the arterial stiffness on renal artery Doppler sonograms. J. Med. Syst. 33:101-106, 2009.
26. Diaz, M., Application of Fourier linear spectral analyses to the characterization of smooth muscle contractile signals. J. Biochem. Biophys. Meth. 70:803-808, 2007. (Pubitemid 47021212)
27. Hardalac, F., Yildirin, H., and Serchatlioglu, S., Determination of carotid disease with the application of STFT and CWT methods. Comput. Biol. Med. 37:785-792, 2007. (Pubitemid 46517517)
28. Subha, D. P., Joseph, P. K., Acharya, U. R., and Lim, C. M., EEG signal analysis: A survey. J. Med. Syst. 34:195-212, 2010.
29. Tauscher, J., Fischer, P.,Neumeister, A., Rappelsberger, P., and Kasper, S., Low frontal electroencephalographic coherence in neuroleptic-free schizophrenic patients. Biol. Psychiatry 44:438-447, 1998. (Pubitemid 28451931)
30. Weiss, S., and Rappelsberger, P., Long-range EEG synchronization during word encoding correlates with successful memory performance. Cogn. Brain Res. 9:299-312, 2000. (Pubitemid 30243115)
31. Tuncel, D., Dizibuyuk, A., Kiymik, M. K., Time frequency band coherence analysis between EEG and EMG activities in fatigue duration. J. Med. Syst. 34:131-138, 2010.
32. Metz, C. E., Basic principles of ROC analysis. Semin. Nuc. Med. 5:283-298, 1978. (Pubitemid 9075026)
33. Abasolo, D., Homero, R., Espino, P., Alvavez, D., and Poza, J., Entropy analysis of the EEG background activity in Alzheimer's desease patients. Physiol. Meas. 27:241-253, 2006. (Pubitemid 43208588)
34. Lotte, F., Congedo, M., Lecuyer, A., Lamarche, F. and Arnaldi, B., A review of classification algorithms for EEG-based braincomputer interfaces. J. Neural Eng. R1-R13, 2007. (Pubitemid 46603810)
35. Chandana, S. R., Behen, M. E., Juhasz, C., Muzik, O., Rothermel, R. D., and Manager, T. J., Significant of abnormalities trajectory and asymmetry of cortical serotonin synthesis in autism. Int. J. Dev. Neurosci. 23:171-182, 2005. (Pubitemid 40313550)
36. Lazarev, V. V., Pontes, A., and deAzevedo, L. C., Right hemisphere deficit in EEG photic driving reactivity in childhood autism. Int. J. Psychophysiol. 4:54-79, 2004.
37. Sheikhani, A., Behnam, H., Noroozian, M., Mohammadi, M. R., and Mohammadi, M., Abnormalities of quantitative electroencephalography in children with Asperger disorder in various conditions. Research in Autism Spectrum Disorders 3:538-546, 2009.
38. Klimesch, W., and Schack, B., The functional significance of theta and upper alpha oscillations. Exp. Psychol. 52:99-108, 2005.
39. Boddaert, N., and Zilbovicius, M., Temporal lobe dysfunction in childhood.autism. Brain 123:1838-1844, 2000.
40. Cherkassky, V. L., Kana, R. K., Keller, T. A., and Just, M. A., Functional connectivity in a baseline resting-state network in autism. NeuroReport 17:1687-1690, 2006. (Pubitemid 44621565)
41. Murias, M.,Webb, S. J., Greenson, J., and Dawson, G., Resting state cortical connectivity reflected in EEG coherence in individuals with autism. Biol. Psychiatry 62:270-273, 2006. (Pubitemid 47042024)