Research graph
References from MSU-TL: U-net-driven EEG epilepsy detection under mask self-supervised and transfer learning paradigms. Local targets link to admitted publications; unresolved targets remain external evidence.
Unresolved reference
External reference
EEG seizure detection and prediction algorithms: a survey
10.1186/1687-6180-2014-183 · 2014 · External reference
A review of epileptic seizure detection using machine learning classifiers
10.1186/s40708-020-00105-1 · 2020 · External reference
10.5772/31597
10.5772/31597 · External reference
Novel seizure detection algorithm based on multi-dimension feature selection
10.1016/j.bspc.2023.104747 · 2023 · External reference
A framework on wavelet-based nonlinear features and extreme learning machine for epileptic seizure detection
10.1016/j.bspc.2013.11.010 · 2014 · External reference
Automatic epileptic seizures joint detection algorithm based on improved multi-domain feature of cEEG and spike feature of aEEG
10.1109/access.2019.2904949 · 2019 · External reference
Epileptic seizure detection system based on multi-domain feature and spike feature of EEG
2019 · External reference
EEGNet: a compact convolutional neural network for EEG-based brain–computer interfaces
10.1088/1741-2552/aace8c · 2018 · External reference
Epileptic seizure detection for multi-channel EEG with deep convolutional neural network
2018 · External reference
Exploring the applicability of transfer learning and feature engineering in epilepsy prediction using hybrid transformer model
10.1109/tnsre.2023.3244045 · 2023 · External reference
Anomaly detection on electroencephalography with self-supervised learning
2020 · External reference
Unresolved reference
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Self-supervised learning for anomalous channel detection in EEG graphs: application to seizure analysis
2023 · External reference
Self-supervised learning with attention mechanism for EEG-based seizure detection
10.1016/j.bspc.2023.105464 · 2024 · External reference
Unresolved reference
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Unresolved reference
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Unresolved reference
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Application of machine learning to epileptic seizure onset detection and treatment
2009 · External reference
A review of channel selection algorithms for EEG signal processing
10.1186/s13634-015-0251-9 · 2015 · External reference
Channel selection for automatic seizure detection
10.1016/j.clinph.2011.06.001 · 2012 · External reference
Automatic recognition of epileptic seizures in the EEG
10.1016/0013-4694(82)90038-4 · 1982 · External reference
Literature review on EEG preprocessing, feature extraction, and classifications techniques
10.21608/mjeer.2019.64927 · 2019 · External reference
Data augmentation for time series classification using convolutional neural networks
2016 · External reference
Unresolved reference
External reference
Masked autoencoders are scalable vision learners
2022 · External reference
Deep residual learning for image recognition
2016 · External reference
10.1007/978-3-319-24574-4_28
10.1007/978-3-319-24574-4_28 · External reference
Unresolved reference
External reference
Pediatric seizure prediction in scalp EEG using a multi-scale neural network with dilated convolutions
10.1109/jtehm.2022.3144037 · 2022 · External reference
An efficient multi-scale CNN model with intrinsic feature integration for motor imagery EEG subject classification in brain-machine interfaces
10.1016/j.bspc.2022.103496 · 2022 · External reference
EEGWaveNet: multiscale CNN-based spatiotemporal feature extraction for EEG seizure detection
10.1109/tii.2021.3133307 · 2021 · External reference
CrossFuse: a novel cross attention mechanism based infrared and visible image fusion approach
10.1016/j.inffus.2023.102147 · 2024 · External reference
Detection of epileptic seizure using pretrained deep convolutional neural network and transfer learning
10.1159/000512985 · 2021 · External reference
Unresolved reference
2023 · External reference
Confusion matrix: machine learning
2022 · External reference
Deep learning with convolutional neural networks for EEG decoding and visualization
10.1002/hbm.23730 · 2017 · External reference
Epileptic seizure classification with symmetric and hybrid bilinear models
10.1109/jbhi.2020.2984128 · 2020 · External reference
Weak supervision as an efficient approach for automated seizure detection in electroencephalography
10.1038/s41746-020-0264-0 · 2020 · External reference
Unresolved reference
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10.52202/085713-2915
10.52202/085713-2915 · External reference
Unresolved reference
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10.21203/rs.3.rs-1898002/v1
10.21203/rs.3.rs-1898002/v1 · External reference
Ensembled seizure detection based on small training samples
10.1109/tsp.2023.3333546 · 2023 · External reference
Multisource transfer learning for cross-subject EEG emotion recognition
2019 · External reference
Cross‐subject seizure detection in EEGs using deep transfer learning
10.1155/2020/7902072 · 2020 · External reference
Visualizing data using t-SNE
2008 · External reference
Deep learning with convolutional neural networks for EEG decoding and visualization
10.1002/hbm.23730 · ExternalCitation · doi-reference
10.1007/978-3-319-24574-4_28
10.1007/978-3-319-24574-4_28 · ExternalCitation · doi-reference
Automatic recognition of epileptic seizures in the EEG
10.1016/0013-4694(82)90038-4 · ExternalCitation · doi-reference
A framework on wavelet-based nonlinear features and extreme learning machine for epileptic seizure detection
10.1016/j.bspc.2013.11.010 · ExternalCitation · doi-reference
An efficient multi-scale CNN model with intrinsic feature integration for motor imagery EEG subject classification in brain-machine interfaces
10.1016/j.bspc.2022.103496 · ExternalCitation · doi-reference
Novel seizure detection algorithm based on multi-dimension feature selection
10.1016/j.bspc.2023.104747 · ExternalCitation · doi-reference
Self-supervised learning with attention mechanism for EEG-based seizure detection
10.1016/j.bspc.2023.105464 · ExternalCitation · doi-reference
Channel selection for automatic seizure detection
10.1016/j.clinph.2011.06.001 · ExternalCitation · doi-reference
CrossFuse: a novel cross attention mechanism based infrared and visible image fusion approach
10.1016/j.inffus.2023.102147 · ExternalCitation · doi-reference
Weak supervision as an efficient approach for automated seizure detection in electroencephalography
10.1038/s41746-020-0264-0 · ExternalCitation · doi-reference
EEGNet: a compact convolutional neural network for EEG-based brain–computer interfaces
10.1088/1741-2552/aace8c · ExternalCitation · doi-reference
Automatic epileptic seizures joint detection algorithm based on improved multi-domain feature of cEEG and spike feature of aEEG
10.1109/access.2019.2904949 · ExternalCitation · doi-reference
Epileptic seizure classification with symmetric and hybrid bilinear models
10.1109/jbhi.2020.2984128 · ExternalCitation · doi-reference
Pediatric seizure prediction in scalp EEG using a multi-scale neural network with dilated convolutions
10.1109/jtehm.2022.3144037 · ExternalCitation · doi-reference
EEGWaveNet: multiscale CNN-based spatiotemporal feature extraction for EEG seizure detection
10.1109/tii.2021.3133307 · ExternalCitation · doi-reference
Exploring the applicability of transfer learning and feature engineering in epilepsy prediction using hybrid transformer model
10.1109/tnsre.2023.3244045 · ExternalCitation · doi-reference
Ensembled seizure detection based on small training samples
10.1109/tsp.2023.3333546 · ExternalCitation · doi-reference
Cross‐subject seizure detection in EEGs using deep transfer learning
10.1155/2020/7902072 · ExternalCitation · doi-reference
Detection of epileptic seizure using pretrained deep convolutional neural network and transfer learning
10.1159/000512985 · ExternalCitation · doi-reference
EEG seizure detection and prediction algorithms: a survey
10.1186/1687-6180-2014-183 · ExternalCitation · doi-reference
A review of channel selection algorithms for EEG signal processing
10.1186/s13634-015-0251-9 · ExternalCitation · doi-reference
A review of epileptic seizure detection using machine learning classifiers
10.1186/s40708-020-00105-1 · ExternalCitation · doi-reference
10.21203/rs.3.rs-1898002/v1
10.21203/rs.3.rs-1898002/v1 · ExternalCitation · doi-reference
Literature review on EEG preprocessing, feature extraction, and classifications techniques
10.21608/mjeer.2019.64927 · ExternalCitation · doi-reference
10.52202/085713-2915
10.52202/085713-2915 · ExternalCitation · doi-reference
10.5772/31597
10.5772/31597 · ExternalCitation · doi-reference
