Continuous Seizure Detection Based on Transformer and Long-Term iEEG-Reference-Cited by-同舟云学术

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Continuous Seizure Detection Based on Transformer and Long-Term iEEG

Published:2022-11 Issue:11 Volume:26 Page:5418-5427
ISSN:2168-2194
Container-title:IEEE Journal of Biomedical and Health Informatics
language:
Short-container-title:IEEE J. Biomed. Health Inform.

Author:

Sun Yulin¹^ORCID,Jin Weipeng²,Si Xiaopeng¹^ORCID,Zhang Xingjian¹,Cao Jiale³^ORCID,Wang Le²,Yin Shaoya²,Ming Dong¹^ORCID

Affiliation:

1. Academy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin, China

2. Department of Neurology, Tianjin University Huanhu Hospital, Tianjin, China

3. School of Electrical and Information Engineering, Tianjin University, Tianjin, China

Funder

National Natural Science Foundation of China

Key Project and Team Program of Tianjin City

Natural Science Foundation of Tianjin City

National Key Research and Development Program of China

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Health Information Management,Electrical and Electronic Engineering,Computer Science Applications,Health Informatics

Link

http://xplorestaging.ieee.org/ielx7/6221020/9945616/09858598.pdf?arnumber=9858598

Reference56 articles.

1. TABS: Transformer Based Seizure Detection

2. Application of transformers for predicting epilepsy treatment response

3. Neonatal seizure detection from raw multi-channel EEG using a fully convolutional architecture

4. Neonatal Seizure Detection Using Deep Convolutional Neural Networks

5. Deep convolutional neural network for the automated detection and diagnosis of seizure using EEG signals

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1. Temporal aware Mixed Attention-based Convolution and Transformer Network for cross-subject EEG emotion recognition;Computers in Biology and Medicine;2024-10

2. A novel universal deep learning approach for accurate detection of epilepsy;Medical Engineering & Physics;2024-09

3. CTNet: a convolutional transformer network for EEG-based motor imagery classification;Scientific Reports;2024-08-30

4. Epilepsy detection based on multi-head self-attention mechanism;PLOS ONE;2024-06-11

5. KAN-EEG: Towards Replacing Backbone-MLP for an Effective Seizure Detection System;2024-06-09

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