کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
4958169 | 1445237 | 2017 | 13 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Predicting epileptic seizures from scalp EEG based on attractor state analysis
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کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
مهندسی کامپیوتر
علوم کامپیوتر (عمومی)
پیش نمایش صفحه اول مقاله
![عکس صفحه اول مقاله: Predicting epileptic seizures from scalp EEG based on attractor state analysis Predicting epileptic seizures from scalp EEG based on attractor state analysis](/preview/png/4958169.png)
چکیده انگلیسی
A novel seizure prediction method using scalp EEG, based on attractor state analysis, shows potential for application with real epilepsy patients. This is the first study in which the seizure-precursor phenomenon of an epileptic seizure is investigated based on attractor-based analysis of the macroscopic dynamics of the brain. With the scalp EEG, we first propose use of a spectral feature identified for seizure prediction, in which the dynamics of an attractor are excluded, and only the perturbation dynamics from the attractor are considered.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Computer Methods and Programs in Biomedicine - Volume 143, May 2017, Pages 75-87
Journal: Computer Methods and Programs in Biomedicine - Volume 143, May 2017, Pages 75-87
نویسندگان
Hyunho Chu, Chun Kee Chung, Woorim Jeong, Kwang-Hyun Cho,