Epilepsy

Adapting Action Recognition Neural Networks for Automated Infantile Spasm Detection

Adapting Action Recognition Neural Networks for Automated Infantile Spasm Detection 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)
Infantile spasms are a severe epileptic syndrome characterized by short muscular contractions lasting from 0.5 to 2 seconds. They are often misdiagnosed due to their atypical presentation, and treatment is… read more

A Compact Graph Convolutional Network With Adaptive Functional Connectivity for Seizure Prediction

A Compact Graph Convolutional Network With Adaptive Functional Connectivity for Seizure Prediction 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)
Seizure prediction using EEG has significant implications for the daily monitoring and treatment of epilepsy patients. However, the task is challenging due to the underlying spatiotemporal correlations and patient heterogeneity.… read more
A Magnetoencephalography Study of Pediatric Interictal Neuromagnetic Activity Changes and Brain Network Alterations Caused by Epilepsy in the High Frequency (80–1000 Hz)

A Magnetoencephalography Study of Pediatric Interictal Neuromagnetic Activity Changes and Brain Network Alterations Caused by Epilepsy in the High Frequency (80–1000 Hz)

Author(s)3: Lu Meng
A Magnetoencephalography Study of Pediatric Interictal Neuromagnetic Activity Changes and Brain Network Alterations Caused by Epilepsy in the High Frequency (80–1000 Hz) 780 435 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)

More and more studies propose that high frequency brain signals are promising biomarkers of epileptogenic zone. In this paper, our aim is to investigate the neuromagnetic changes and brain network…

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A Spatially Focused Method for High Density Electrode-Based Functional Brain Mapping Applications

A Spatially Focused Method for High Density Electrode-Based Functional Brain Mapping Applications

Author(s)3: Chih-Wei Chang, Yue-Loong Hsin, Wentai Liu
A Spatially Focused Method for High Density Electrode-Based Functional Brain Mapping Applications 780 875 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)

Mapping the electric field of the brain with electrodes benefits from its superior temporal resolution but is prone to low spatial resolution property comparing with other modalities such as fMRI,…

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