首页> International journal for numerical methods in biomedical engineering> Deep-learning-based seizure detection and prediction from electroencephalography signals.

Deep-learning-based seizure detection and prediction from electroencephalography signals.

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第一作者： Fatma E,Ibrahim

第一单位： Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, Egypt.

作者： Fatma E,Ibrahim ^[1] ; Heba M,Emara ^[1] ; Walid,El-Shafai ^[2] ; Mohamed,Elwekeil ^[3] ; Mohamed,Rihan ^[3] ; Ibrahim M,Eldokany ^[1] ; Taha E,Taha ^[1] ; Adel S,El-Fishawy ^[1] ; El-Sayed M,El-Rabaie ^[1] ; Essam,Abdellatef ^[4] ; Fathi E,Abd El-Samie ^[5]

作者单位： Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, Egypt. ^[1] Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, Egypt.;Security Engineering Lab, Computer Science Department, Prince Sultan University, Riyadh, Saudi Arabia. ^[2] Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, Egypt.;Department of Electrical and Information Engineering (DIEI), University of Cassino and Southern Lazio, Cassino, 03043, Italy. ^[3] Delta Higher Institute for Engineering and Technology (DHIET), Mansoura, Egypt. ^[4] Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, Egypt.;Department of Information Technology, College of Computer and Information sciences, Princess Nourah Bint Abdulrahman University, Riyadh, Saudi Arabia. ^[5]

关键词 Convolutional Neural Network (CNN)Phase Space Reconstruction (PSR)electroencephalography epilepsy seizure prediction spectrogram

医学主题词脑电描记术(Electroencephalography);癫痫(Epilepsy);人类(Humans);发作(Seizures)

DOI 10.1002/cnm.3573

PMID 35077027

发布时间 2022-06-24

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