Browse > Article

Patterns Analysis of Prefrontal Brain Waves of Cancer Patients using Brain-Computer-Interface  

Han, Young-Soo (서울벤처정보대학원대학교 정보경영학과)
Chae, Myoung-Sin (서울벤처정보대학원대학교 정보경영학과)
Park, Pyung-Woon (서울불교대학원대학교 심신통합치유학과)
Park, Chong-Ki (에덴요양병원)
Abstract
Cancer patients have been suffered from the instability of mind/body and unbalanced homeostasis because of cancer progression and medical treatment such as chemotherapy, It is very important that appropriated actions can be promptly taken by monitoring cancer patients' mental conditions. For this reason, it is crucial to develop a monitoring method which is convenient and not harmful to their body. Brain-computer-interface(BCI) system is introduced for the purpose in this paper. Prefrontal brain waves of cancer patients and control groups have been measured by a portable neurofeedback(NF) system based on self-regulation of the human electroencephalogram(EEG). The NF system consists of the portable EEG amplifier and a headband with dry electrodes placed on Fp1 and Fp2 sites. Patterns of the prefrontal brain waves taken by computer are correlated to brain quotients by EEG-analysis program. Basic rhythm quotient, attention quotient, emotional quotient, anti-stress quotient and correlation quotient of control group have shown high significant level compared with the cancer patients group. On the other hand, the EEG patterns analysis is shown its possibility to be an important methodology of monitoring cancer patients' condition.
Keywords
cancer; homeostasis; brainwaves(EEG); prefrontal lobe; brain quotient;
Citations & Related Records
Times Cited By KSCI : 3  (Citation Analysis)
연도 인용수 순위
1 Nuwer Mostofsky, S.H., Reiss, A.L., Lockhart, P., and Penckla, M.B., "Evaluation of Cerebellar Size in ADHD," Journal of Child. Neurology, Vol.13, pp. 434-439, 1998   DOI   ScienceOn
2 정용안, 유이영, 강봉주, 채정호, 이혜원, 문현진, "치료 저항성 우울증 환자에서 반복적 경두개 자기자극 후 국소뇌혈류 변화", Nucl. Med. Mol. Imaging, Vol.41, No.1, pp. 9-15, 2007   과학기술학회마을
3 Fingelkurts, A.A., Fingelkurts, An.A., Rytsala, H., Suominen, K., Isometsa, E., and Kahkonen, S. "Composition of Brain Oscillations in Ongoing EEG during Major Depression Disorder," Neuroscience Research, Vol.56, No.2, pp. 133-144, 2006   DOI   ScienceOn
4 Jeong, J., Kim, S.Y., and Han, S.H., "Nonlinear Analysis of Chaotic Dynamics underlying EEGs in Patients with Alzheimer's Disease," Electroencephalography and Clinical Neurophysiology, Vol.106, No.3, pp. 220-228, 1998   DOI   ScienceOn
5 Jasper, H.H, "The ten-twenty electrode system of the International Federation," Electroencephalography and Clinical Neurophysiology, Vol.56, No.6, pp. 898-902, 1958
6 Lubar, J.O., Lubar, J.F., "Electroencephalographic Biofeedback of SMR and Beta for Treatment of Attention Deficit Disorders in a Clinical Setting," Biofeedback & Self Regulation, Vol.9, pp. 1-23, 1984   DOI   ScienceOn
7 Sutton, S.K, Davidson, R.J., "Prefrontal Brain Asymmetry: A Biological Substrate of the Behavioral Approach and Inhibition Systems," Psychological Science, Vol.8, pp. 204-210, 1997   DOI   ScienceOn
8 음태완, 김응수, "뇌파기반 뇌-컴퓨터 인터페이스 기술", 정보과학회지, 제22권, 제2호, 2004
9 신승철, 류창수, 송윤선, 남승훈, "뇌-컴퓨터-인터페이스를 위한 EEG 기반의 피험자 반 응시간 감지", 정보과학회논문지: 소프트웨어 및 응용, 제29권, 제11호, pp. 837-850, 2002
10 Comon, P., "Independent Component Analysis - A New Concept?," Signal Processing, Vol.36, No.3, pp. 287-314, 1994   DOI   ScienceOn
11 Ryu, C.S, An, M.H, Na, Y.C, Cho, J.O, Han, Y.S, Kim, K.H, and Park, P.W., "A Portable Neurofeedback System and EEG-analysis Methods for Evaluation," World Congress on Medical physics and Biomedical Engineering Proceeding, pp. 1060- 1062, 2006
12 Gray, JA., "Brain Systems that Mediate both Emotion and Cognition. Special Issue: Development of Relationships between Emotion and Cognition," Cognition and Emotion, Vol.4, pp. 269-288, 1990   DOI   ScienceOn
13 박병운, 뇌파해석기법, 한국정신과학연구소, 2005
14 Peniston, E.G, Marrinan, D.A, Deming, W.A, and Kulkosky, P.J, "EEG Alpha-theta Brainwave Synchronization in Vietnam Theater Veteran with Combat-related Posttraumatic Stress Disorder and Alcohol Abuse," Medical Psychotherapy: An International Journal, Vol.6, pp. 37-50, 1993
15 West, R. L., "An application of prefrontal cortex function theory to cognitive aging," Psychological Bulletin, Vol.120, pp. 272-292, 1996   DOI
16 Osselton, J.W., "Electroencephalographic Monitoring in Epilepsy," Clin. Phys. Physiol. Meas, Vol.12, No.3, pp. 203-217, 1991   DOI   ScienceOn
17 Lubar, J.F, Swartwood, M.O, Swartwood, J.N, and O'Donnell, P.H., "Evaluation of the Effectiveness of EEG Neurofeedback Training for ADHD in a Clinical Setting as Measured by Changes in T.O.V.A. Scores, Behavioral Rating, and WISC-R Performance," Biofeedback & Self Regulation, Vol. 20, pp. 83-99, 1995   DOI   ScienceOn
18 Raz, N., Aging of the Brain and Its Impact on Cognitive Performance: Integration of Structural and Functional Findings. In F. I. M. Craik & T. A. Salthouse(Eds.), Handbook of Aging and Cognition II. NJ: Erlbaum. 2000
19 Bablyoantz, A., Salazar, J.M., and Nicolis, C., "Evidence of Chaotic Dynamics of Brain Activity during the Sleep Cycle," Phys. Lett., Vol. 111A, pp. 152-156, 1985
20 곽용태, "알쯔하이머병의 진행에 따른 정량적 뇌파검사의 변화", J Korean Neurol Assoc, Vol.23 No.3, pp. 356-362, 2005
21 김대식, 최장욱, 뇌파 검사학, pp. 89-90, 2001
22 Walter, D.O., Leuchter, A.F. A Tourial on Classical Computer Analysis of EEGs: Spectra and Coherences in Analysis of the Electrical Activity of the Brain, ed. by Angeleri F., Butler S., Giaquinto S., Majkowski J. Wiley & Sons pp. 105-124. 1997
23 Bruce, J. Fisch. Fisch and Spehlmann's EEG Primer. 3rd Ed., pp. 141-198, Elsevier, 1999
24 신정훈, 서은미, "BCI 기반 Entertainic 기술개발 동향", 전자공학회지, 제34권, 제6호, pp. 679-690, 2007
25 Ferrier, C.H., Eleanora Aronica, E., Leijten, F.S.S., Spliet, W.G.M., Huffelen, A.C., and Rijen, P.C., "Electrocorticographic Discharge patterns in Glioneuronal Tumors and Focal Cortical," Dysplasia Epilepsia, Vol.47, No.9, pp. 1477-1486, 2006   DOI   ScienceOn
26 이강희, 민윤기, 이방형, 민병찬, "뇌파유도 및 모니터링 인터페이스 시스템 개발 및 효 과성", 한국감성학회 춘계학술대회 및 국제 감성공학 심포지움 발표자료, pp. 91-96, 2000
27 Monastra, V.J., Lubar, J.F., Linden, M., Deusen, P.V., Green, G., and Wing, W, "Assessing Atten tion Deficit Hyperactivity Disorder via Quantitative Electroencephalography: An Initial Validation Study," Neuropsychology, Vol.13, No.3, pp. 424-433, 1999   DOI
28 Soikkeli R., Partanen J., "Slowing of EEG in Parkinson's disease," Electroencephalogram Clin. Neurophysiology, Vol.79, pp. 159-165, 1991   DOI   ScienceOn
29 Gotlib, I.A, Ranganath, C, and Rosenfeld, J.P., "Frontal EEG Alpha Asymmetry, Depression and Cognitive Functioning," Cognition and Emotion, Vol.12, pp. 449-478, 1998   DOI   ScienceOn
30 Miller, K. E., Cohen, D. J., "An Integrative Theory of Prefrontal Cortex Function," Annual Review of Neuroscience, Vol.24, pp. 167-202, 2001   DOI   ScienceOn