Automatic interpretation of hyperventilation-induced electroencephalogram constructed in the way of qualified electroencephalographer's visual inspection

Medical and Biological Engineering and Computing

Volumn 49, Issue 2, 2011, Pages 171-180

  Zhang, Xiu ^a,b   Wang, Xingyu ^a   Sugi, Takenao ^b   Ikeda, Akio ^c   Nagamine, Takashi ^d   Shibasaki, Hiroshi ^e   Nakamura, Masatoshi ^b  

^a EAST CHINA UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

^b SAGA UNIVERSITY   (Japan)

^c KYOTO UNIVERSITY   (Japan)

^d SAPPORO MEDICAL UNIVERSITY   (Japan)

^e TAKEDA GENERAL HOSPITAL   (Japan)

Author keywords

Automatic interpretation; Dominant rhythm; Electroencephalogram; Hyperventilation; Slow wave; Visual inspection

Indexed keywords

AUTOMATIC INTERPRETATION; DOMINANT RHYTHM; ELECTROENCEPHALOGRAM; HYPERVENTILATION; SLOW WAVE; VISUAL INSPECTION;

INSPECTION;

ELECTROENCEPHALOGRAPHY;

ADOLESCENT; ADULT; AGED; ARTICLE; ARTIFACT; COMPUTER ASSISTED DIAGNOSIS; ELECTROENCEPHALOGRAPHY; EVALUATION; HUMAN; HYPERVENTILATION; METHODOLOGY; MIDDLE AGED; NEUROLOGIC DISEASE; PATHOPHYSIOLOGY; SIGNAL PROCESSING;

ADOLESCENT; ADULT; AGED; ARTIFACTS; DIAGNOSIS, COMPUTER-ASSISTED; ELECTROENCEPHALOGRAPHY; HUMANS; HYPERVENTILATION; MIDDLE AGED; NERVOUS SYSTEM DISEASES; SIGNAL PROCESSING, COMPUTER-ASSISTED; YOUNG ADULT;

EID: 79952627295     PISSN: 01400118     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11517-010-0688-9     Document Type: Article

References (13)

1. Deuschl G, Eisen A (1999) Recommendations for the practice of clinical neurophysiology: guidelines of the International Federation of Clinical Neurophysiology, 2nd edn. Electroenceph Clin Neurophysiol (suppl 52):29
2. MA Epstein M Duchowny P Jayakar TJ Resnick LA Alvarez 1994 Altered responsiveness during hyperventilation-induced EEG slowing: a non-epileptic phenomenon in normal children Epilepsia 35 1204 1207 1:STN:280: DyaK2M%2FotVWqug%3D%3D 10.1111/j.1528-1157.1994.tb01790.x 7988512 (Pubitemid 24379433)
3. T Fukami F Ishikawa B Ishikawa Y Saito 2008 Quantitative evaluation of photic driving response for computer-aided diagnosis J Neural Eng 5 411 421 10.1088/1741-2560/5/4/006 18971516
4. SH Jin BJ Ham SY Kim 2005 Functional clustering in EEG photic and auditory driving in schizophrenia Int J Psychophysiol 56 249 259 10.1016/j.ijpsycho.2004.12.009 15866328 (Pubitemid 40615229)
5. T Kalayci O Ozdamar 1995 Wavelet preprocessing for automated neural network detection of EEG spikes IEEE Eng Med Biol Mag 14 2 160 166 10.1109/51.376754
6. M Nakamura H Shibasaki K Imajoh S Nishida R Neshige A Ikeda 1992 Automatic EEG interpretation: a new computer-assisted system for the automatic integrative interpretation of awake background EEG Electroenceph Clin Neurophysiol 82 423 431 1:STN:280:DyaK383nsVyruw%3D%3D 10.1016/0013-4694(92) 90047-L 1375549
7. M Nakamura T Sugi A Ikeda R Kakigi H Shibasaki 1996 Clinical application of automatic integrative interpretation of awake background EEG: quantitative interpretation, report making, and detection of artifacts and reduced vigilance level Electroenceph Clin Neurophysiol 98 103 112 1:STN:280:DyaK287ntlCgtg%3D%3D 10.1016/0013-4694(95)00216-2 8598170 (Pubitemid 26076007)
8. M Nakamura Q Chen T Sugi A Ikeda H Shibasaki 2005 Technical quality evaluation of EEG recording based on electroencephalographers' knowledge Med Eng Phys 27 93 100 10.1016/j.medengphy.2004.09.001 15604010 (Pubitemid 39643169)
9. Oppenheim AV, Schafer RW (1975) Digital signal processing. Prentice-Hall, New Jersey
10. HJ Park JS Oh DU Jeong KS Park 2000 Automated sleep stage scoring using hybrid rule and case based reasoning Comput Biomed Res 33 5 330 349 1:STN:280:DC%2BD3M%2Flt1CktQ%3D%3D 10.1006/cbmr.2000.1549 11017725
11. Riddington EP, Ifeachor JWEC, Allen EM, Hudson NR (1996) Intelligent enhancement and interpretation of EEG signals. In: Proceedings of the IEE colloquium on artificial intelligent methods for biomedical data, Savoy Place, London, pp 11/1-11/7 (Pubitemid 126621771)
12. T Sugi M Nakamura 1997 Quantitative interpretation of posterior dominant rhythm for awake EEG by using combined EEG derivations Jpn J Med Electron Biol Eng 35 3 272 278 (in Japanese) (Pubitemid 27459096)
13. T Sugi M Nakamura A Ikeda H Shibasaki 2001 Adaptive EEG spike detection: determination of threshold values based on conditional probability Front Med Biol Eng 11 4 261 277 10.1163/156855701321138923 (in Japanese)