Перегляд за Автор "Villa, A."

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    A middle- time recognition of epileptic seizures from geometrical patterns of eeg data
    (КПІ ім. Ігоря Сікорського, 2002) Makarenko, A.; Oleksandruk, B.; Schindler, K.; Donatti, F.; Villa, A.; Tetko, I.
    An approach for middle- time recognition of epileptic seizures from EEG data is proposed. The method considers sharp changes in the recorded data using geometrical patterns of the signal in phase-space. The approach was developed using experimental clinical EEG data recorded from ten patients and reliably predicted epileptic seizures in the ten-minute interval before the seizure onsets. An estimation of sensitivity and specificity of the proposed method is also provided.