• DocumentCode
    347072
  • Title

    Fractal dimension detects seizure onset in mesial temporal lobe epilepsy

  • Author

    Esteller, R. ; Vachtsevanos, G. ; Echauz, J. ; D´Alessandro, M. ; Bowen, C. ; Shor, R. ; Litt, B.

  • Volume
    1
  • fYear
    1999
  • fDate
    1999
  • Abstract
    The fractal dimension (FD) of a waveform is presented as a tool for detecting electrographic and predicting clinical onset of seizures (Sz) in 5 patients with mesial temporal lobe epilepsy (MTLE). Sixty-seven 1-hour intracranial EEG (IEEG) records, 25 containing Szs and 42 randomly chosen baselines ⩾6 hrs from Szs, were analyzed from 5 patients during presurgical evaluation. Szs were detected an average of 9.8 seconds after EEG onset and 52 seconds prior to clinical onset. There were no false positive or false negative detections. It is concluded that FD of the IEEG waveform is a promising method for real-time detection of electrographic and prediction of clinical onset of epileptic Szs early enough to warn of impending events and potentially to trigger abortive therapy
  • Keywords
    electroencephalography; fractals; medical signal detection; medical signal processing; waveform analysis; 1 h; 52 s; 6 h; 9.8 s; abortive therapy triggering; electrodiagnostics; false negative detections; false positive detections; fractal dimension; impending events warning; mesial temporal lobe epilepsy; seizure onset detection; Electrodes; Electroencephalography; Epilepsy; Event detection; Fractals; Medical treatment; Morphology; State-space methods; Strips; Temporal lobe;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    [Engineering in Medicine and Biology, 1999. 21st Annual Conference and the 1999 Annual Fall Meetring of the Biomedical Engineering Society] BMES/EMBS Conference, 1999. Proceedings of the First Joint
  • Conference_Location
    Atlanta, GA
  • ISSN
    1094-687X
  • Print_ISBN
    0-7803-5674-8
  • Type

    conf

  • DOI
    10.1109/IEMBS.1999.802520
  • Filename
    802520