{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,23]],"date-time":"2026-04-23T05:39:01Z","timestamp":1776922741840,"version":"3.51.2"},"reference-count":8,"publisher":"Hindawi Limited","license":[{"start":{"date-parts":[[2012,1,1]],"date-time":"2012-01-01T00:00:00Z","timestamp":1325376000000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/3.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Computational and Mathematical Methods in Medicine"],"published-print":{"date-parts":[[2012]]},"abstract":"<jats:p>Epilepsy is a medical term which indicates a common neurological disorder characterized by seizures, because of abnormal neuronal activity. This leads to unconsciousness or even a convulsion. The possible etiologies should be evaluated and treated. Therefore, it is necessary to concentrate not only on finding out efficient treatment methods, but also on developing algorithm to support diagnosis. Currently, there are a number of algorithms, especially nonlinear algorithms. However, those algorithms have some difficulties one of which is the impact of noise on the results. In this paper, in addition to the use of fractal dimension as a principal tool to diagnose epilepsy, the combination between ICA algorithm and averaging filter at the preprocessing step leads to some positive results. The combination which improved the fractal algorithm become robust with noise on EEG signals. As a result, we can see clearly fractal properties in preictal and ictal period so as to epileptic diagnosis.<\/jats:p>","DOI":"10.1155\/2012\/461426","type":"journal-article","created":{"date-parts":[[2012,2,22]],"date-time":"2012-02-22T21:02:32Z","timestamp":1329944552000},"page":"1-6","source":"Crossref","is-referenced-by-count":33,"title":["Higuchi Fractal Properties of Onset Epilepsy Electroencephalogram"],"prefix":"10.1155","volume":"2012","author":[{"given":"Truong Quang Dang","family":"Khoa","sequence":"first","affiliation":[{"name":"Biomedical Engineering Department, International University of Vietnam National University, Ho Chi Minh City, Vietnam"}]},{"given":"Vo Quang","family":"Ha","sequence":"additional","affiliation":[{"name":"Biomedical Engineering Department, International University of Vietnam National University, Ho Chi Minh City, Vietnam"}]},{"given":"Vo Van","family":"Toi","sequence":"additional","affiliation":[{"name":"Biomedical Engineering Department, International University of Vietnam National University, Ho Chi Minh City, Vietnam"},{"name":"Biomedical Engineering Department, Tufts University, MA 02155, USA"}]}],"member":"98","reference":[{"key":"1","doi-asserted-by":"publisher","DOI":"10.1016\/0010-4825(93)90135-N"},{"issue":"2","key":"2","doi-asserted-by":"crossref","first-page":"177","DOI":"10.1109\/81.904882","volume":"48","year":"2001","journal-title":"IEEE Transactions on Circuits and Systems I"},{"issue":"2","key":"3","doi-asserted-by":"crossref","first-page":"277","DOI":"10.1016\/0167-2789(88)90081-4","volume":"31","year":"1988","journal-title":"Physica D"},{"issue":"3","key":"4","doi-asserted-by":"crossref","first-page":"145","DOI":"10.1016\/0010-4825(88)90041-8","volume":"18","year":"1988","journal-title":"Computers in Biology and Medicine"},{"key":"7","doi-asserted-by":"crossref","first-page":"46","DOI":"10.1046\/j.1528-1157.2002.24301.x","volume":"43","year":"2002","journal-title":"Epilepsia"},{"issue":"5","key":"8","doi-asserted-by":"crossref","first-page":"603","DOI":"10.1109\/TBME.2003.810706","volume":"50","year":"2003","journal-title":"IEEE Transactions on Bio-Medical Engineering"},{"key":"10","volume":"4","year":"2004","journal-title":"Measurement Science Review. 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