آی اس آی پیپر

دانلود رایکان مقاله انگلیسی ISI با موضوع تجزیه و تحلیل EEG خودکار صرع

عنوان فارسی مقاله:

تجزیه و تحلیل EEG خودکار صرع: بررسی

عنوان انگلیسی مقاله:

Automated EEG analysis of epilepsy: A review

دانلود رایگان مقاله ISI با فرمت PDF:

مشاهده توضیحات کامل و خرید ترجمه فارسی با فرمت ورد تایپ شده:

بخشی از مقاله انگلیسی :

3. Epilepsy activity classification

All the studies summarized in this section used the Bonn University dataset [10]. This dataset includes five subsets (denoted as Z, O, N, F and S), each containing 100 single-channel EEG segments of 23.6 s duration. All the segments were recorded using a 128-channel amplifier system, digitized with a sampling rate of 173.61 Hz and 12-bit A/D resolution, and filtered using a 0.53– 40 Hz (12 dB/octave) band pass filter. The normal segments (Sets Z and O) were taken from the five healthy subjects. The standard surface electrode placement scheme (the international 10–20 system) was used to obtain the EEG from the healthy cases. Volunteers were relaxed in an awake state with eyes open (Z) and eyes closed (O), respectively. Both the interictal and ictal segments were obtained from five epilepsy patients. The interictal segments were recorded during seizure free intervals from the depth electrodes that were implanted into the hippocampal formations (Set N) and from the epileptogenic zone (Set F). The ictal segments (Set S) were recorded from all sites exhibiting ictal activity using depth electrodes and also from strip electrodes that were implanted into the lateral and basal regions of the neocortex [10].