Seizure Sources Can Be Imaged from Scalp EEG by Means of Biophysically Constrained Deep Neural Networks

Seizure Sources Can Be Imaged from Scalp EEG by Means of Biophysically Constrained Deep Neural Networks

Abstract Seizure localization is important for managing drug‐resistant focal epilepsy. Here, the capability of a novel deep learning‐based source imaging framework (DeepSIF) for imaging seizure activities from electroencephalogram (EEG) recordings in drug‐resistant focal epilepsy patients is investi...

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Bibliographic Details
Main Authors: Rui Sun, Abbas Sohrabpour, Boney Joseph, Gregory Worrell, Bin He
Format: Article
Language:English
Published: Wiley 2024-12-01
Series:Advanced Science
Subjects:
deep neural networks
electrophysiological source imaging
focal epilepsy
neural mass models
seizure localization
Online Access:https://doi.org/10.1002/advs.202405246
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https://doi.org/10.1002/advs.202405246

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