Cross-subject seizure detection with vision transformer and unsupervised domain adaptation

• Published in: Biomedical signal processing and control Vol. 111; p. 108341
• Main Authors: Feng, Hailing, Wang, Shuai, Lv, Hongbin, Nie, Chenxi, Feng, Wenqian, Peng, Hao, Zhao, Yanna
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.01.2026
• Subjects: Discriminative features; Domain adaptation; Seizure detection; Transferable features; Transferable features; Domain adaptation; Seizure detection; Discriminative features

Automatic seizure detection is of critical importance for clinical epilepsy treatment. Due to the variability of Electroencephalography (EEG) patterns across different individuals, most existing seizure detection methods fails to generalize across patients. To tackle this issue, this paper proposes...