Regularity analysis of spontaneous MEG activity in Attention-Deficit/ Hyperactivity Disorder

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

Volumn , Issue , 2011, Pages 1765-1768

  Gómez, Carlos ^a   Poza, Jesus ^a   García, Maria ^a   Fernandez, Alberto ^b   Hornero, Roberto ^a  

^a UNIVERSITY OF VALLADOLID   (Spain)

^b TECHNICAL UNIVERSITY OF MADRID   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

AREA UNDER THE ROC CURVE; BRAIN AREAS; BRAIN REGIONS; CONTROL SUBJECT; HYPERACTIVITY DISORDER; RECEIVER OPERATING CHARACTERISTIC CURVES; SAMPLE ENTROPY; STATISTICALLY SIGNIFICANT DIFFERENCE;

BRAIN; MAGNETOENCEPHALOGRAPHY;

STATISTICAL TESTS;

ADOLESCENT; ALGORITHM; ARTICLE; ATTENTION DEFICIT DISORDER; AUTOMATED PATTERN RECOGNITION; BIOLOGICAL RHYTHM; BRAIN; COMPUTER ASSISTED DIAGNOSIS; FEMALE; HUMAN; MAGNETOENCEPHALOGRAPHY; MALE; METHODOLOGY; PATHOPHYSIOLOGY; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY;

ADOLESCENT; ALGORITHMS; ATTENTION DEFICIT DISORDER WITH HYPERACTIVITY; BIOLOGICAL CLOCKS; BRAIN; DIAGNOSIS, COMPUTER-ASSISTED; FEMALE; HUMANS; MAGNETOENCEPHALOGRAPHY; MALE; PATTERN RECOGNITION, AUTOMATED; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY;

EID: 84862261060     PISSN: 1557170X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2011.6090504     Document Type: Conference Paper

References (16)

1. R. Hari, "Magnetoencephalography in clinical neurophysiological assessment of human cortical functions," in Electroencephalography: basic principles, clinical applications, and related fields, 5th ed., E. Niedermeyer, and F. Lopes da Silva, Eds. Philadelphia: Lippincontt Williams & Wilkins, 2005, pp. 1165-1197.
2. J. Biederman and S. V. Faraone, "Attention-deficity hyperactivity disorder," Lancet, vol. 366, pp. 237-248, 2005.
3. R. A. Barkley, M. Fisher, L. Smalish, and K. Fletcher, "Young adult outcome of hyperactive children: adaptive functioning in major life activities," J. Am. Acad. Child Adolesc. Psychiatry, vol. 45, pp. 192-202, 2006.
4. P. Shaw, K. Eckstrand, W. Sharp, J. Blumenthal, J. P. Lerch, D. Greenstein, L. Clasen, A. Evans, J. Giedd, and J. L. Rapoport "Attention-deficit/hyperactivity disorder is characterized by a delay in cortical maturation," Proc. Natl. Acad. Sci. U. S. A., vol. 104, pp. 19649-19654, 2007.
5. G. Bush, "Neuroimaging of attention deficit hyperactivity disorder: Can new imaging findings be integrated in clinical practice?," Child Adolesc. Psychiatr. Clin. N. Am., vol. 17, pp. 385-404, 2008.
6. A. Fernández, J. Quintero, R. Hornero, P. Zuluaga, M. Navas, C. Gómez, J. Escudero, N. García-Campos, J. Biederman, and T. Ortiz, "Complexity analysis of spontaneous brain activity in attention-deficit hyperactivity disorder: diagnostic implications," Biol. Psychiatry, vol. 65, pp. 571-577, 2009.
7. I. Lazzaro, E. Gordon, W. Li, C. L. Lim, M. Plahn, S. Whitmont, S. Clarke, R. J. Barry, A. Dosen, and R. Meares, "Simultaneous EEG and EDA measures in adolescent attention deficit hyperactivity disorder," Int. J. Psychophysiol., vol. 34, pp. 123-134, 1999.
8. M. Murias, J. M. Swanson, R. Srinivasan, "Functional connectivity of frontal cortex in healthy and ADHD children reflected in EEG coherence," Cereb. Cortex, vol. 17, pp. 1788-1799, 2007.
9. H. Sohn, W. Lee, I. Kim, J. Jeong, "Approximate entropy (ApEn) analysis of the EEG in attention-deficit/hyperactivity disorder (AD/HD) during cognitive tasks," Proc. World Congress on Medical Physics and Biomedical Engineering, pp. 1083-1086, 2006.
10. D. Abásolo, R. Hornero, P. Espino, J. Poza, C. I. Sánchez, and R. de la Rosa, "Analysis of regularity in the EEG background activity of Alzheimer's disease patients with approximate entropy," Clin. Neurophysiol., vol. 116, pp. 1826-1834, 2005.
11. J. S. Richman and J R. Moorman, "Physiological time-series analysis using approximate entropy and sample entropy," Am. J. Physiol. Heart Circ. Physiol., vol. 278, pp. H2039-H2049, 2000.
12. C. K. Conners, Spanish Conners' Parent Rating Scales-Revised, North Tonawanda, NY: Multi-Health Systems Inc, 2000.
13. W. Reich and Z. Welner, Revised Version of the Diagnostic Interview for Children and Adolescents (DICA-R), St. Louis: Department of Psychiatry, Washington University School of Medicine, 1988.
14. S. M. Pincus, "Approximate entropy as a measure of system complexity," Proc. Natl. Acad. Sci. USA, vol. 88, no. 6, pp. 2297-2301, Mar. 1991.
15. W.-S. Kim, Y.-Z. Yoon, J.-H. Bae, and K.-S. Soh, "Nonlinear characteristics of heart rate time series: influence of three recumbent positions in patients with mild or severe coronary artery disease," Physiol. Meas., vol. 26, pp. 517-529, 2005.
16. C. Gómez, R. Hornero, D. Abásolo, A. Fernández, and J. Escudero, "Analysis of MEG background activity in Alzheimer's disease using non-linear methods and ANFIS," Ann. Biomed. Eng., vol. 37, pp. 586-594, 2009.