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Volumn 20, Issue 8, 2007, Pages 1070-1085

Genetic programming of conventional features to detect seizure precursors

Author keywords

C features; Epilepsy; Feature fusion; Feature selection; Genetic programming; IEEG; Seizure precursors

Indexed keywords

BIOMEDICAL ENGINEERING; DISEASES; NEUROSURGERY; PATIENT TREATMENT; SENSITIVITY ANALYSIS; WAVEFORM ANALYSIS;

EID: 35549002814     PISSN: 09521976     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.engappai.2007.02.002     Document Type: Article
Times cited : (23)

References (25)
  • 2
    • 0033693957 scopus 로고    scopus 로고
    • Clavagno, G., Ermani, M., Rinaldo, R., Sartoretto, F., 2000. A multiresolution approach to spike detection in EEG. In: Acoustics, Speech, and Signal Processing, 2000. ICASSP '00. Proceedings. 2000 IEEE International Conference, vol. 3586, pp. 3582-3585.
  • 3
    • 33646414302 scopus 로고    scopus 로고
    • On prediction and detection of epileptic seizures by means of genetic programming artificial features
    • Michigan State University, East Lansing
    • Firpi H. On prediction and detection of epileptic seizures by means of genetic programming artificial features. Electrical and Computer Engineering (2005), Michigan State University, East Lansing
    • (2005) Electrical and Computer Engineering
    • Firpi, H.1
  • 4
    • 32444445329 scopus 로고    scopus 로고
    • Epileptic seizure detection by means of genetically programmed artificial features
    • ACM, Washington, DC
    • Firpi H., Goodman E., and Echauz J. Epileptic seizure detection by means of genetically programmed artificial features. GECCO '05 (2005), ACM, Washington, DC
    • (2005) GECCO '05
    • Firpi, H.1    Goodman, E.2    Echauz, J.3
  • 5
    • 24644457844 scopus 로고    scopus 로고
    • Firpi, H., Goodman, E., Echauz, J., 2005b. On prediction of epileptic seizures by computing multiple genetic programming artificial features. In: M. Keijzer et al. (Eds.), Eight European Conference on Genetic Programming, Lecture Notes in Computer Science. Springer, Berlin, Heidelberg, pp. 321-330.
  • 6
    • 33847246556 scopus 로고    scopus 로고
    • Hassanpour, H., Mesbah, M., 2003. Neonatal EEG seizure detection using spike signatures in the time-frequency domain. In: Signal Processing and Its Applications, 2003. Proceedings. Seventh International Symposium, vol. 42, pp. 41-44.
  • 7
    • 4544353818 scopus 로고    scopus 로고
    • Hassanpour, H., Mesbah, M., Boashash, B., 2004. EEG spike detection using time-frequency signal analysis. In: Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference. vol. 425, pp. V-421-V-424.
  • 8
    • 0030314739 scopus 로고    scopus 로고
    • Jones, R.D., Dingle, A.A., Carroll, G.J., Green, R.D., Black, M., Donaldson, I.M., Parkin, P.J., Bones, P.J., Burgess, K.L., 1996. A system for detecting epileptiform discharges in the EEG: real-time operation and clinical trial. In: Engineering in Medicine and Biology Society, 1996. Bridging Disciplines for Biomedicine. Proceedings of the 18th Annual International Conference of the IEEE, vol. 943, pp. 948-949.
  • 9
    • 0032273168 scopus 로고    scopus 로고
    • Ko, C.-W., Lin, Y.-D., Chung, H.-W., Jan, G.-J., 1998. An EEG spike detection algorithm using artificial neural network with multi-channel correlation. In: Engineering in Medicine and Biology Society, 1998. Proceedings of the 20th Annual International Conference of the IEEE, vol. 2074, pp. 2070-2073.
  • 10
    • 35449008431 scopus 로고    scopus 로고
    • Koza, J.R., 1989. Hierarchical genetic algorithms operating on populations of computer programs. In: Proceedings of the 11th International Joint Conference on Artificial Intelligence, pp. 768-774.
  • 13
    • 35549003161 scopus 로고    scopus 로고
    • Marsh, E., 2005. In: Smart, O.L. (Ed.), The Observed Bandwidth of High-frequency Epiletiform Oscillations in Pediatric IEEG's. Philadelphia, PA.
  • 15
    • 84948686147 scopus 로고    scopus 로고
    • Ossadtchi, A., Leahy, R.M., Mosher, J.C., Lopez, N., Sutherling, W., 2002. Automated interictal spike detection and source localization in MEG using ICA and spatial-temporal clustering. In: Biomedical Imaging, 2002. Proceedings. 2002 IEEE International Symposium, pp. 785-788.
  • 16
    • 34249335286 scopus 로고    scopus 로고
    • Pon, L.-S., Sun, M., Sclabassi, R.J., 2002. The bi-directional spike detection in EEG using mathematical morphology and wavelet transform. In: Signal Processing, 2002 sixth International Conference, vol. 1512, pp. 1512-1515.
  • 17
    • 35548936890 scopus 로고    scopus 로고
    • Smart, O.L., Worrell, G.A., Litt, B., Vachtsevanos, G.J., 2004. Automatic detection of HFEO from focal intracranial EEG using fuzzy C-means clustering. In: Biomedical Engineering: New Challenges for the Future. Proceedings of the 2004 Annual Fall Meeting (BMES), Philadelphia, PA.
  • 18
    • 35548959576 scopus 로고    scopus 로고
    • Smart, O.L., Worrell, G.A., Litt, B., Vachtsevanos, G.J., 2005. Automatic detection of high frequency epileptiform oscillations from the intracranial EEG of patients with neocortical epilepsy. In: 2005 Technical, Professional and Student Development Workshop (TPS), Boulder, CO.
  • 19
    • 0036799512 scopus 로고    scopus 로고
    • Quantitative analysis of high-frequency oscillations (80-500 Hz) recorded in human epileptic hippocampus and entorhinal cortex
    • Staba R.J., Wilson C.L., Bragin A., Fried I., and Engel Jr. J. Quantitative analysis of high-frequency oscillations (80-500 Hz) recorded in human epileptic hippocampus and entorhinal cortex. Journal of Neurophysiology 88 (2002) 1743-1752
    • (2002) Journal of Neurophysiology , vol.88 , pp. 1743-1752
    • Staba, R.J.1    Wilson, C.L.2    Bragin, A.3    Fried, I.4    Engel Jr., J.5
  • 21
    • 1542330936 scopus 로고    scopus 로고
    • Van Hese, P., Boon, P., Vonck, K., Lemahieu, I., Van de Walle, R., 2003. A new method for detection and source analysis of EEG spikes. In: Engineering in Medicine and Biology Society, 2003. Proceedings of the 25th Annual International Conference of the IEEE, vol. 2453, pp. 2455-2458.
  • 22
    • 0032256008 scopus 로고    scopus 로고
    • Van Hoey, G., Vanrumste, B., Boon, P., D'Have, M., Van de Walle, R., Lemahieu, I., 1998. Combined detection and source analysis of epileptic EEG spikes. In: Engineering in Medicine and Biology Society, 1998. Proceedings of the 20th Annual International Conference of the IEEE, vol. 2154, pp. 2159-2162.
  • 23
    • 0025844553 scopus 로고    scopus 로고
    • Wilson, K., Webber, W.R.S., Lesser, R.P., Fisher, R.S., Eberhart, R.C., Dobbins, R.W., 1991. Detection of epileptiform spikes in the EEG using a patient-independent neural network. In: Computer-Based Medical Systems, 1991. Proceedings of the Fourth Annual IEEE Symposium, pp. 264-271.
  • 24
    • 3142557935 scopus 로고    scopus 로고
    • High frequency oscillations and seizure generation in neocortical epilepsy
    • Worrell G.A., Parish L., Cranstoun S.D., Jonas R., Baltuch G., and Litt B. High frequency oscillations and seizure generation in neocortical epilepsy. Brain 127 (2004) 1-11
    • (2004) Brain , vol.127 , pp. 1-11
    • Worrell, G.A.1    Parish, L.2    Cranstoun, S.D.3    Jonas, R.4    Baltuch, G.5    Litt, B.6
  • 25
    • 0033323774 scopus 로고    scopus 로고
    • Zhang, T., Yang, F., Tang, Q., 1999. Wavelet based approach for detecting and classifying epileptiform waves in EEG. In: Engineering in Medicine and Biology, 1999. 21st Annual Conference and the 1999 Annual Fall Meeting of the Biomedical Engineering Society BMES/EMBS Conference, 1999. Proceedings of the First Joint, vol. 942, p. 943.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.