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Items: 1 to 20 of 214633

1.
An overview of machine learning methods in enabling IoMT-based epileptic seizure detection
Alaa Lateef Noor Al-hajjar, Ali Kadhum M. Al-Qurabat
J Supercomput. 2023 Apr 24 : 1–48. doi: 10.1007/s11227-023-05299-9 [Epub ahead of print]
PMCID:
PMC10123593
AbstractArticlePDF–3.1M
2.
Patient-Specific Preictal Pattern-Aware Epileptic Seizure Prediction with Federated Learning
Raghdah Saemaldahr, Mohammad Ilyas
Sensors (Basel) 2023 Jul; 23(14): 6578. Published online 2023 Jul 21. doi: 10.3390/s23146578
PMCID:
PMC10385318
ArticlePDF–4.1M
3.
Supervised Machine Learning and Deep Learning Techniques for Epileptic Seizure Recognition Using EEG Signals—A Systematic Literature Review
Mohamed Sami Nafea, Zool Hilmi Ismail
Bioengineering (Basel) 2022 Dec; 9(12): 781. Published online 2022 Dec 8. doi: 10.3390/bioengineering9120781
PMCID:
PMC9774931
ArticlePDF–2.7M
4.
Epileptic Seizures Detection Using Deep Learning Techniques: A Review
Afshin Shoeibi, Marjane Khodatars, Navid Ghassemi, Mahboobeh Jafari, Parisa Moridian, Roohallah Alizadehsani, Maryam Panahiazar, Fahime Khozeimeh, Assef Zare, Hossein Hosseini-Nejad, Abbas Khosravi, Amir F. Atiya, Diba Aminshahidi, Sadiq Hussain, Modjtaba Rouhani, Saeid Nahavandi, Udyavara Rajendra Acharya
Int J Environ Res Public Health. 2021 Jun; 18(11): 5780. Published online 2021 May 27. doi: 10.3390/ijerph18115780
PMCID:
PMC8199071
ArticlePDF–35M
5.
Epileptic Seizure Detection Using Machine Learning: Taxonomy, Opportunities, and Challenges
Muhammad Shoaib Farooq, Aimen Zulfiqar, Shamyla Riaz
Diagnostics (Basel) 2023 Mar; 13(6): 1058. Published online 2023 Mar 10. doi: 10.3390/diagnostics13061058
PMCID:
PMC10047386
ArticlePDF–1.8M
6.
EEG-Based Epileptic Seizure Detection via Machine/Deep Learning Approaches: A Systematic Review
Ijaz Ahmad, Xin Wang, Mingxing Zhu, Cheng Wang, Yao Pi, Javed Ali Khan, Siyab Khan, Oluwarotimi Williams Samuel, Shixiong Chen, Guanglin Li
Comput Intell Neurosci. 2022; 2022: 6486570. Published online 2022 Jun 17. doi: 10.1155/2022/6486570
Retraction in:
Comput Intell Neurosci. 2023; 2023: 9814248.
PMCID:
PMC9232335
Article
7.
Automated Epileptic Seizure Detection in Pediatric Subjects of CHB-MIT EEG Database—A Survey
J. Prasanna, M. S. P. Subathra, Mazin Abed Mohammed, Robertas Damaševičius, Nanjappan Jothiraj Sairamya, S. Thomas George
J Pers Med. 2021 Oct; 11(10): 1028. Published online 2021 Oct 15. doi: 10.3390/jpm11101028
PMCID:
PMC8537151
ArticlePDF–1.8M
8.
EEG seizure detection: concepts, techniques, challenges, and future trends
Athar A. Ein Shoka, Mohamed M. Dessouky, Ayman El-Sayed, Ezz El-Din Hemdan
Multimed Tools Appl. 2023 Apr 4 : 1–31. doi: 10.1007/s11042-023-15052-2 [Epub ahead of print]
PMCID:
PMC10071471
AbstractArticlePDF–1.5M
9.
Bio-Signal Complexity Analysis in Epileptic Seizure Monitoring: A Topic Review
Zhenning Mei, Xian Zhao, Hongyu Chen, Wei Chen
Sensors (Basel) 2018 Jun; 18(6): 1720. Published online 2018 May 26. doi: 10.3390/s18061720
PMCID:
PMC6022076
ArticlePDF–2.0M
10.
Epileptic Seizure Detection and Experimental Treatment: A Review
Taeho Kim, Phuc Nguyen, Nhat Pham, Nam Bui, Hoang Truong, Sangtae Ha, Tam Vu
Front Neurol. 2020; 11: 701. Published online 2020 Jul 21. doi: 10.3389/fneur.2020.00701
PMCID:
PMC7396638
ArticlePDF–1.7M
11.
An exploratory computational analysis in mice brain networks of widespread epileptic seizure onset locations along with potential strategies for effective intervention and propagation control
Juliette Courson, Mathias Quoy, Yulia Timofeeva, Thanos Manos
Front Comput Neurosci. 2024; 18: 1360009. Published online 2024 Feb 26. doi: 10.3389/fncom.2024.1360009
PMCID:
PMC10925689
ArticlePDF–4.3M
12.
A Novel Approach for Multichannel Epileptic Seizure Classification Based on Internet of Things Framework Using Critical Spectral Verge Feature Derived from Flower Pollination Algorithm
Dhanalekshmi Prasad Yedurkar, Shilpa P. Metkar, Fadi Al-Turjman, Thompson Stephan, Manjur Kolhar, Chadi Altrjman
Sensors (Basel) 2022 Dec; 22(23): 9302. Published online 2022 Nov 29. doi: 10.3390/s22239302
PMCID:
PMC9737714
ArticlePDF–1.9M
13.
The Power of ECG in Semi-Automated Seizure Detection in Addition to Two-Channel behind-the-Ear EEG
Miguel Bhagubai, Kaat Vandecasteele, Lauren Swinnen, Jaiver Macea, Christos Chatzichristos, Maarten De Vos, Wim Van Paesschen
Bioengineering (Basel) 2023 Apr; 10(4): 491. Published online 2023 Apr 20. doi: 10.3390/bioengineering10040491
PMCID:
PMC10136326
ArticlePDF–7.2M
14.
EEG Channel-Selection Method for Epileptic-Seizure Classification Based on Multi-Objective Optimization
Luis Alfredo Moctezuma, Marta Molinas
Front Neurosci. 2020; 14: 593. Published online 2020 Jun 17. doi: 10.3389/fnins.2020.00593
PMCID:
PMC7312219
ArticlePDF–1.3M
15.
Epileptic seizure focus detection from interictal electroencephalogram: a survey
Md. Rabiul Islam, Xuyang Zhao, Yao Miao, Hidenori Sugano, Toshihisa Tanaka
Cogn Neurodyn. 2023 Feb; 17(1): 1–23. Published online 2022 May 18. doi: 10.1007/s11571-022-09816-z
PMCID:
PMC9871145
ArticlePDF–1.8M
16.
An effective fusion model for seizure prediction: GAMRNN
Hong Ji, Ting Xu, Tao Xue, Tao Xu, Zhiqiang Yan, Yonghong Liu, Badong Chen, Wen Jiang
Front Neurosci. 2023; 17: 1246995. Published online 2023 Aug 22. doi: 10.3389/fnins.2023.1246995
PMCID:
PMC10477703
ArticlePDF–7.4M
17.
A Recent Investigation on Detection and Classification of Epileptic Seizure Techniques Using EEG Signal
Sani Saminu, Guizhi Xu, Zhang Shuai, Isselmou Abd El Kader, Adamu Halilu Jabire, Yusuf Kola Ahmed, Ibrahim Abdullahi Karaye, Isah Salim Ahmad
Brain Sci. 2021 May; 11(5): 668. Published online 2021 May 20. doi: 10.3390/brainsci11050668
PMCID:
PMC8160878
ArticlePDF–2.8M
18.
Data-driven method to infer the seizure propagation patterns in an epileptic brain from intracranial electroencephalography
Viktor Sip, Meysam Hashemi, Anirudh N. Vattikonda, Marmaduke M. Woodman, Huifang Wang, Julia Scholly, Samuel Medina Villalon, Maxime Guye, Fabrice Bartolomei, Viktor K. Jirsa
PLoS Comput Biol. 2021 Feb; 17(2): e1008689. Published online 2021 Feb 17. doi: 10.1371/journal.pcbi.1008689
PMCID:
PMC7920393
ArticlePDF–2.7M
19.
An Ultra-Low Power Smart Headband for Real-Time Epileptic Seizure Detection
Shih-Kai Lin, Istiqomah, Li-Chun Wang, Chin-Yew Lin, Herming Chiueh
IEEE J Transl Eng Health Med. 2018; 6: 2700410. Published online 2018 Aug 17. doi: 10.1109/JTEHM.2018.2861882
PMCID:
PMC6147694
ArticlePDF–2.3M
20.
Review on Epileptic Seizure Prediction: Machine Learning and Deep Learning Approaches
Milind Natu, Mrinal Bachute, Shilpa Gite, Ketan Kotecha, Ankit Vidyarthi
Comput Math Methods Med. 2022; 2022: 7751263. Published online 2022 Jan 20. doi: 10.1155/2022/7751263
Retraction in:
Comput Math Methods Med. 2023; 2023: 9853636.
PMCID:
PMC8794701
Article

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