A novel ST-GCN model based on homologous microstate for subject-independent seizure prediction

Abstract Due to the lack of validated universal seizure markers, population-level prediction methods often exhibit limited performance. This study proposes homologous microstate dynamic attributes as a generalized, subject-independent seizure marker. Homologous microstate dynamic attributes were ext...

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Bibliographic Details
Main Authors: Wei Shi, Yi Shi, Fangni Chen, Lei Zhang, Jian Wan
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-06123-5
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