کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
505535 | 864516 | 2011 | 10 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Classification of epileptic motor manifestations using inertial and magnetic sensors
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کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
مهندسی کامپیوتر
نرم افزارهای علوم کامپیوتر
پیش نمایش صفحه اول مقاله
![عکس صفحه اول مقاله: Classification of epileptic motor manifestations using inertial and magnetic sensors Classification of epileptic motor manifestations using inertial and magnetic sensors](/preview/png/505535.png)
چکیده انگلیسی
In order to characterize objectively the succession of movements observed during motor seizures, inertial and magnetic sensors were placed on epileptic patients. Video recordings synchronized with motion recordings were analyzed visually during seizures and divided, for each limb, into events corresponding to different classes of motor manifestations. For each classified event, features were extracted and a subset selection was automated using artificial neural networks. The best artificial neural network was simulated on whole recordings to generate a stereotypic evolution of motor manifestations that we called motorograms. It is shown that motorograms can point out seizure movements and emphasize epileptic patterns.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Computers in Biology and Medicine - Volume 41, Issue 1, January 2011, Pages 46–55
Journal: Computers in Biology and Medicine - Volume 41, Issue 1, January 2011, Pages 46–55
نویسندگان
Guillaume Becq, Stéphane Bonnet, Lorella Minotti, Michel Antonakios, Régis Guillemaud, Philippe Kahane,