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Automatic Detection and Classification of Epileptic Seizures from EEG Data: Finding Optimal Acquisition Settings and Testing Interpretable Machine Learning Approach.

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Title: Automatic Detection and Classification of Epileptic Seizures from EEG Data: Finding Optimal Acquisition Settings and Testing Interpretable Machine Learning Approach.
Authors: Statsenko Y; Radiology Department, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain P.O. Box 15551, United Arab Emirates.; Medical Imaging Platform, ASPIRE Precision Medicine Research Institute Abu Dhabi, Al Ain P.O. Box 15551, United Arab Emirates.; Big Data Analytics Center, United Arab Emirates University, Al Ain P.O. Box 15551, United Arab Emirates., Babushkin V; Radiology Department, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain P.O. Box 15551, United Arab Emirates., Talako T; Radiology Department, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain P.O. Box 15551, United Arab Emirates.; Department of Oncohematology, Minsk Scientific and Practical Center for Surgery, Transplantology and Hematology, 220089 Minsk, Belarus., Kurbatova T; Radiology Department, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain P.O. Box 15551, United Arab Emirates., Smetanina D; Radiology Department, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain P.O. Box 15551, United Arab Emirates., Simiyu GL; Radiology Department, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain P.O. Box 15551, United Arab Emirates., Habuza T; Big Data Analytics Center, United Arab Emirates University, Al Ain P.O. Box 15551, United Arab Emirates.; Department of Computer Science and Software Engineering, College of Information Technology, United Arab Emirates University, Al Ain P.O. Box 15551, United Arab Emirates., Ismail F; Pediatric Department, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain P.O. Box 15551, United Arab Emirates., Almansoori TM; Radiology Department, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain P.O. Box 15551, United Arab Emirates., Gorkom KN; Radiology Department, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain P.O. Box 15551, United Arab Emirates., Szólics M; Neurology Division, Medicine Department, Tawam Hospital, Al Ain P.O. Box 15258, United Arab Emirates.; Internal Medicine Department, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain P.O. Box 15551, United Arab Emirates., Hassan A; Neurology Division, Medicine Department, Tawam Hospital, Al Ain P.O. Box 15258, United Arab Emirates., Ljubisavljevic M; Physiology Department, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain P.O. Box 15551, United Arab Emirates.; Neuroscience Platform, ASPIRE Precision Medicine Research Institute Abu Dhabi, Al Ain P.O. Box 15551, United Arab Emirates.
Source: Biomedicines [Biomedicines] 2023 Aug 24; Vol. 11 (9). Date of Electronic Publication: 2023 Aug 24.
Publication Type: Journal Article
Journal Info: Publisher: MDPI AG Country of Publication: Switzerland NLM ID: 101691304 Publication Model: Electronic Cited Medium: Print ISSN: 2227-9059 (Print) Linking ISSN: 22279059 NLM ISO Abbreviation: Biomedicines Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Automatic Detection and Classification of Epileptic Seizures from EEG Data: Finding Optimal Acquisition Settings and Testing Interpretable Machine Learning Approach.
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  Data: <searchLink fieldCode="AU" term="%22Statsenko+Y%22">Statsenko Y</searchLink>; Radiology Department, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain P.O. Box 15551, United Arab Emirates.; Medical Imaging Platform, ASPIRE Precision Medicine Research Institute Abu Dhabi, Al Ain P.O. Box 15551, United Arab Emirates.; Big Data Analytics Center, United Arab Emirates University, Al Ain P.O. Box 15551, United Arab Emirates.<br /><searchLink fieldCode="AU" term="%22Babushkin+V%22">Babushkin V</searchLink>; Radiology Department, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain P.O. Box 15551, United Arab Emirates.<br /><searchLink fieldCode="AU" term="%22Talako+T%22">Talako T</searchLink>; Radiology Department, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain P.O. Box 15551, United Arab Emirates.; Department of Oncohematology, Minsk Scientific and Practical Center for Surgery, Transplantology and Hematology, 220089 Minsk, Belarus.<br /><searchLink fieldCode="AU" term="%22Kurbatova+T%22">Kurbatova T</searchLink>; Radiology Department, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain P.O. Box 15551, United Arab Emirates.<br /><searchLink fieldCode="AU" term="%22Smetanina+D%22">Smetanina D</searchLink>; Radiology Department, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain P.O. Box 15551, United Arab Emirates.<br /><searchLink fieldCode="AU" term="%22Simiyu+GL%22">Simiyu GL</searchLink>; Radiology Department, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain P.O. Box 15551, United Arab Emirates.<br /><searchLink fieldCode="AU" term="%22Habuza+T%22">Habuza T</searchLink>; Big Data Analytics Center, United Arab Emirates University, Al Ain P.O. Box 15551, United Arab Emirates.; Department of Computer Science and Software Engineering, College of Information Technology, United Arab Emirates University, Al Ain P.O. Box 15551, United Arab Emirates.<br /><searchLink fieldCode="AU" term="%22Ismail+F%22">Ismail F</searchLink>; Pediatric Department, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain P.O. Box 15551, United Arab Emirates.<br /><searchLink fieldCode="AU" term="%22Almansoori+TM%22">Almansoori TM</searchLink>; Radiology Department, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain P.O. Box 15551, United Arab Emirates.<br /><searchLink fieldCode="AU" term="%22Gorkom+KN%22">Gorkom KN</searchLink>; Radiology Department, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain P.O. Box 15551, United Arab Emirates.<br /><searchLink fieldCode="AU" term="%22Szólics+M%22">Szólics M</searchLink>; Neurology Division, Medicine Department, Tawam Hospital, Al Ain P.O. Box 15258, United Arab Emirates.; Internal Medicine Department, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain P.O. Box 15551, United Arab Emirates.<br /><searchLink fieldCode="AU" term="%22Hassan+A%22">Hassan A</searchLink>; Neurology Division, Medicine Department, Tawam Hospital, Al Ain P.O. Box 15258, United Arab Emirates.<br /><searchLink fieldCode="AU" term="%22Ljubisavljevic+M%22">Ljubisavljevic M</searchLink>; Physiology Department, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain P.O. Box 15551, United Arab Emirates.; Neuroscience Platform, ASPIRE Precision Medicine Research Institute Abu Dhabi, Al Ain P.O. Box 15551, United Arab Emirates.
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