Classification of patterns of EEG synchronization for seizure prediction
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Items 301–376 of 376
- Predicting Epileptic Seizures—An UpdateKlaus Lehnertz · 2021 · Understanding complex systems
- Classification of Human Facial Portrait Using EEG Signal Processing and Deep Learning AlgorithmsJehangir Arshad, Saqib Salim, Amna Khokhar, Zanib Zulfiqar, Talha Younas, Ateeq Ur Rehman, Mohit Bajaj, Subhashree Choudhury · 2022 · Smart innovation, systems and technologies
- A Machine learning Classification approach for detection of Covid 19 using CT imagesSuguna G. Chickaramanna, S. T. Veerabhadrappa, A Tejas, P Vaishnavi, Raghunandan Gowda, Panchami Udupa, Spoorthy, Smitha Reddy, E Sudarshan · 2022 · EMITTER International Journal of Engineering Technology
- Reduced-complexity epileptic seizure prediction with EEG.Yun Sang Park · 2012 · University of Minnesota Digital Conservancy (University of Minnesota)
- Algorithms for epilepsy monitoringG. Vatti, Paolo Detti, Zabalo Manrique de Lara, L. Billeci, A. Tonacci, M. Varanini · 2020 · Elsevier eBooks
- Electroencephalography (EEG) in epilepsy care: An introductionSuman Das · 2024 · Elsevier eBooks
- Prominent astrocytic GLAST pathology occurs in newborn human and piglet hypoxic–ischemic encephalopathy: modeling relationships among laminar neuropathology, seizures, and therapeutic hypothermiaDongseok Park, Caitlin E. O’Brien, Jennifer K. Lee, Lee J. Martin · 2026 · Frontiers in Cellular Neuroscience
- Seizure Prediction for iEEG Signal with Bag-of-Wave Model and Extreme Learning MachineSong Cui, Lijuan Duan, Yuanhua Qiao, Xing Su · 2018 · Proceedings in adaptation, learning and optimization
- A Survey on Epilepsy Seizure Detection Using Machine Learning TechniqueN. Saranya, Karthika Renuka D · 2020 · INTERNATIONAL JOURNAL OF ADVANCED INFORMATION AND COMMUNICATION TECHNOLOGY
- SeiFuD: A novel deep learning framework leveraging domain generalization for cross-subject seizure predictionSha Zhao, Caibo Zhang, Jiquan Wang, Haiteng Jiang, Shijian Li, Tao Li, Gang Pan · 2025 · Neurocomputing
- Electroencephalogram wave signal analysis and epileptic seizure prediction using supervised classification approachDevi S. T. Pavithra, M. S. Vijaya · 2010 · Amrita ACM-W Celebration on Women in Computing in India
- Methods of nonlinear dynamics in estimation of electroencephalograms of healthy people and of patients with epilepsyД.К. Камбарова, Victor Vasilyevich Belyaev, A. V. Volkova, S. G. Oganesyan, V. Z. El Salim, G. A. Oganesyan · 2010 · Journal of Evolutionary Biochemistry and Physiology
- Noise-assisted intrinsic mode function coherence in seizure anticipationDaniel W. Moller, A.W.L. Chiu · 2011 · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
- Ensembles of Multiobjective-Based Classifiers for Detection of Epileptic SeizuresFernando dos Santos Beserra, Marcos M. Raimundo, Fernando José Von Zuben · 2018 · Lecture notes in computer science
- Epileptic Seizure Prediction Using Data Mining AlgorithmsIlyas Zidane, Jamal El Mhamdi, Nordine Zidane · 2020 · International Conference on Electrical and Information Technologies
- Feature Evaluation for Seizure Prediction Using EEGSana Ahmad, Nidal Rafiuddin, Yusuf Uzzaman Khan · 2021 · IEEE International Conference on Computing, Power and Communication Technologies (IC2PCT)
- Epilepsy prediction based on PTE and TE of EEG signals using DSC-CNNYanping Mu, Xiaofeng Zhang, Meng Zhang, Huimin Wang · 2022 · International Conference on Information Science and Technology
- Main Existing Datasets for Open Brain Research on HumansBaptiste Couvy‐Duchesne, Simona Bottani, Etienne Camenen, Fang Fang, Mulusew Fikere, Juliana Gonzalez-Astudillo, Joshua Harvey, Ravi Hassanaly, Irfahan Kassam, Penelope A. Lind et al. · 2023 · Neuromethods
- Deep Learning Models in HealthcareShaktisinh Thakur, Supriya Narad · 2024 · DMIHER International Conference on Artificial Intelligence in Healthcare, Education and Industry (IDICAIHEI)
- Predicting seizure episodes and high-risk events in autism through adverse behavioral patternsYashar Kiarashi, Johanna F. Lantz, Matthew A. Reyna, Conor Anderson, Ali Bahrami Rad, Jenny Foster, Tania Villavicencio, Theresa Hamlin, Gari D. Clifford · 2025 · Physiological Measurement
- Patient-specific seizure onset detection based on CSP-enhanced energy and neural synchronization decision fusionMarwa Qaraqe · 2017 · International Conference on Modeling, Simulation, and Applied Optimization
- A New Method for Brain Death Diagnosis Based on Phase Synchronization Analysis With EEGJianhai Zhang, Jianting Cao, Na Zhang, Wanzeng Kong, Jiajia Tang, Yong Kang Peng · 2018 · IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
- Analysis of Deep Coma and Brain Death Based on Phase Synchronization with EEGNa Zhang, Jianhai Zhang, Jianting Cao, Yao Miao, Li Zhu, Wanzeng Kong · 2018 · International Conference on Signal Processing
- Seizure Prediction With HIVE-CODAs: The Hierarchical Vote Collective of Domain Adaptation MethodsPeizhen Peng · 2022 · Frontiers in Physics
- Artificial Intelligence (AI) in NeurosurgeryAn Ping Junming Zhu, Bin Xu · 2022 · Springer eBooks
- Neurological Disease Prediction Based on EEG Signals Using Machine Learning ApproachesZahraa Maan Sallal, Alyaa A. Abbas · 2024 · Lecture notes in networks and systems
- Epileptic seizure prediction based on Convolutional neural networks and optimization techniquesDineshkumar shanmugam, Viswanathan Nallasamy · 2024 · Research Square
- Evaluation of some physiological statements about seizure, using processing of epileptic EEG signalsFarzaneh Shayegh, Rassoul Amirfattahi, Saeid Sadri, Karim Ansari-Asl · 2011 · Iranian Conference on Electrical Engineering
- Epileptic Seizure Prediction By Exploiting Signal Transitions PhenomenaMohammad Zavid Parvez, Manoranjan Paul · 2015 · Zenodo (CERN European Organization for Nuclear Research)
- Automatic Seizure Detection in an In-Vivo Model of EpilepsyG Saulnier, Joëlle Pineau · 2011 · National Conference on Artificial Intelligence
- Epileptic Seizure Prediction Focusing on Relative Change in Consecutive Segments of EEG SignalMohammad Zavid Parvez, Manoranjan Paul · 2015 · International Conference on Bioinformatics
- Does predefined erp implementation methodology work for public companies in transitioning country? Classification of EEG signals for epileptic seizure prediction using ANNAbdulhamitSubasi JasminKevric · 2011
- Conjuntos K de redes neurais e sua aplicação na classificação de imagética motoraDenis Renato de Moraes Piazentin · 2014
- Correlation between EEG channels for epileptic seizure predictionOleg Panichev, Anton Oleksandrovych Popov, Mykhailo Zhukov, V.I. Kharitonov · 2015 · Electronics and Communications
- Convolutional Neural Networks for Early Seizure Alert SystemTomas Iešmantas, Robertas Alzbutas · 2017 · World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany
- Chaotic Dynamics in Brain Activity: An Approach Based on Cross-Prediction Errors for Nonstationary SignalsBirajara Soares Machado, André Ricardo Oliveira Fonseca, Edgard Morya, Edson Amaro · 2018 · Advances in Data Science and Adaptive Analysis
- Knowledge extraction, modeling and formalization: EEG case studyMorozov, Dmitry, Mario Lezoche, Hervé Panetto · 2018 · arXiv (Cornell University)
- A Novel Seizure Prediction Method Based on Generative FeaturesLili Liu, Lijuan Duan, Ying Xiao, Yuanhua Qiao · 2018 · Lecture notes in computer science
- Connectivity Analysis of Electroencephalograms in EpilepsyPanuwat Janwattanapong · 2018
- Unsupervised learning: application to epilepsyGabriel Mauricio Martínez-Toro, Dewar Willmer Rico-Bautista, Efrén Romero-Riaño, Paola Andrea Romero-Riaño · 2019 · Revista Colombiana de Computación
- A network-based data fusion method for multi-modal physiological signalsMiaolin Fan · 2019
- An Evolving-Dynamic Network Activity Approach to Epileptic Seizure Prediction using Machine LearningChristine Joy Liu, Jordan M. Sorokin, Surya Ganguli, John R. Huguenard · 2020 · bioRxiv (Cold Spring Harbor Laboratory)
- Autonomous Estimation of Patients’ Neuropsychological State Using Convolutional Neural NetworksSomaye Mohammadyan, Keivan Navi, Babak Majidi · 2019 · Journal of Neurodevelopmental Cognition
- Prediction of Depression Using EEG: A Comparative StudyNamrata P. Mohanty, Sweta Shree Dash, Sandeep Sobhan, Tripti Swarnkar · 2020 · Advances in intelligent systems and computing
- Quantification of nonlinear interdependence in complex systems dynamics: simulations and applicationsПыко Никита Сергеевич, Пыко Светлана Анатольевна, В. Н. Михайлов, Mikhail I. Bogachev · 2020 · Journal of Physics Conference Series
- A Review of Epileptic Seizure Prediction: Physiological Mechanism and Data Based AttemptsAlfred Akpoveta Susu, Agboola HA · 2021 · Journal of Neurology Research Review & Reports
- Framework to select the top ML classifier for robust seizure detection and prediction: A comparison-based study using multiple preictal time and feature setsRajlakshmi Borthakur, Amit Kumar, Upendra Kumar Jena, Dibya Jyoti Borthakur · 2021 · Research Square
- Determining the Role of Synchrony Dynamics in Epileptic Brain NetworksTiwalade Sobayo, Sina Farahmand, David Jeffery Mogul · 2022 · Handbook of Neuroengineering
- High-performance detectors for epileptic seizure by machine learning techniquesFernando dos Santos Beserra · 2018
- References2019 · Elsevier eBooks
- Literature SurveySandeep Kumar Satapathy, Satchidananda Dehuri, Alok Kumar Jagadev, Debahuti Mishra · 2019 · Elsevier eBooks
- Advances in Primary Progressive AphasiaJordi A. Matías‐Guiu, Robert Jr Laforce, Rene L. Utianski · 2022 · MDPI eBooks
- Deep Learning Based EEG Analysis Using Video AnalyticsDarshil Shah, Meghna Govind, Gopika Gopan K, Neelam Sinha · 2022 · Proceedings - International Conference on Image Processing
- Multivariate analysis and machine learning in pediatric epilepsy research: A literature reviewJing Zhang · 2021 · International Journal of Radiology & Radiation Therapy
- EEG Signal Classification using Convolutional Neural NetworkD. Sharmiladevi, S Nishanth, S Logeswaran, Rajkumar S · 2023 · International Conference on Artificial Intelligence and Smart Energy (ICAIS)
- Epileptic Seizure Prediction Using Artificial Intelligence MethodsIlyas Zidane, Jamal El Mhamdi, Mostafa Ezziyyani, Wajih Rhalem, Nordine Zidane · 2023 · Lecture notes in networks and systems
- Seizure Prediction Based on Multidimensional EEG Spatial Matrix and Residual Network StructureJiahao Zhang, Qingfang Meng, Zewen Wang · 2023 · Lecture notes in computer science
- ConclusionNiha Kamal Basha, Surbhi Bhatia Khan, Abhishek Kumar, Arwa Mashat · 2023 · Wiley eBooks
- Enhancing EEG Signals Classification through Spatio-Temporal Feature Fusion in Dense Connection Neural NetworksMengxue Liu, Wenhui Guo, Jingyuan Chen, Bingfeng Zhang, Yanjiang Wang · 2024 · International Conference on Signal Processing
- Steady-State Visual-Evoked-Potential–Driven Quadrotor Control Using a Deep Residual CNN for Short-Time Signal ClassificationJiannan Chen, Chenju Yang, Rao Wei, Changchun Hua, Dianrui Mu, Fuchun Sun · 2025 · Sensors
- EpiPredict: A Smart Solution for Real-Time Epileptic Seizure Prediction and Alerts Based on Machine Learning ModelsRehab Naily, Mourad Zaied · 2025 · Communications in computer and information science
- Prediction of longitudinal outcomes and novel cluster identification in epilepsyKyungil Park, Sungeun Hwang, Youmin Shin, Yong-Jeong Kim, Seung-Bo Lee, Hyoshin Son, Mi-Kyoung Kang, Jangsup Moon, Soon-Tae Lee, Keun-Hwa Jung et al. · 2025 · Scientific Reports
- Deep Learning Models: Transformative Potential of AI in HealthcareShaktisinh Rathore, Supriya Narad · 2026 · Communications in computer and information science
- Time localized trigger for phase synchronization transition in complex neuronal networksThiago de Lima Prado, Robison J. S. Silva, Gabriel Marghoti, Sergio Roberto Roberto Lopes, Miguel A. F. Sanjuan · 2026 · SSRN Electronic Journal
- Time localized trigger for phase synchronization transition in complex neuronal networksThiago de Lima Prado, Robison J. S. Silva, Gabriel Marghoti, Sergio Roberto Roberto Lopes, Miguel A. F. Sanjuan · 2026 · SSRN Electronic Journal
- Can EEG Foundation Models Help with Epileptic Seizure Prediction?Xudong Guo, L. C. Liu, Sha Lu, Jiuyong Li, Thuc duy Le, Jixue Liu · 2025 · IEEE International Conference on Big Data (BigData)
- Learning from electrophysiology time series during sleep : from scoring to event detectionStanislas Chambon · 2018 · theses.fr (ABES)
- A Hybrid Approach for Classifying Averaged EEG Signal into Ictal and Non-ictal States Using SVM and Random Forest Guided by K-Means LabellingSanjay S. Menon, Hema P Menon, Lakshmi Priya Nair, Davidson Devasia · 2026 · Lecture notes in networks and systems
- Time localized trigger for phase synchronization transition in complex neuronal networksThiago de Lima Prado, Robison J. Santos-Silva, Gabriel Marghoti, S. R. Lopes, Miguel A F Sanjuán · 2026 · Communications in Nonlinear Science and Numerical Simulation
- Accurate and Efficient Seizure Prediction Using Legendre Memory UnitsDanial Baharlouei, Alireza Ahrar, Maher M. Assaad, Mostafa Rahimi Azghadi, Amirali Amirsoleimani · 2026 · IEEE International Symposium on Circuits and Systems proceedings
- Development of Deep Learning Algorithms for Automatic Detection of Subtle Patterns in EEG Signals for the Diagnosis and Monitoring of Subclinical Seizure ActivityHussein Mohammed Qasim · 2026 · Electrical engineering technical journal.
- CMEpiNet: Complex-Valued Multimodal Epilepsy Detection Network ModelTianyi Su, Haiyan Zhu, Shuai Chen, Haifeng Wang · 2026 · Sensors
- EEG-Based Multi-Class Seizure Detection Using Classical Machine Learning and Deep Neural NetworksHayat Hussain Reshi, Mankirat Kaur, Gurmeet Singh · 2026 · International Conference on Computational Intelligence and Communication Networks (CICN)
- A Quality Assurance Framework for Governing Reliability in Clinical AI Systems: A Case Study in EEG-Based Seizure DetectionQaiser Khan · 2026 · IEEE International Conference on Healthcare Informatics (ICHI)
- EEG Seizure Detection Using a Lightweight TCN–Self-Attention Network with Adaptive Token PoolingAshish Gupta, Upasana Talukdar, Shyamanta Moni Hazarika · 2026 · IEEE Guwahati Subsection Conference (GCON)
- EEG Tabanlı Epilepsi Tespitinde 1D-CNN ve BiLSTM Modellerinin Karşılaştırmalı AnaliziOsman Buğrahan Karaman, Yasemin Gültepe · 2026 · Osmaniye Korkut Ata Üniversitesi Fen Bilimleri Enstitüsü Dergisi