Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International ConferenceElectroencephalographyHumansEpilepsySignal ProcessingComputer-Assisted
Domain Adaptation Model for EEG Analysis: Mitigating Spatial and Spectral Variability in Heterogeneous Datasets.
Hisashi Ikari, Toyotaro Suzumura, Shotaro Akahori
Published: 202510.1109/EMBC58623.2025.11253243
Abstract
Electroencephalography (EEG) is crucial for diagnosing neurological disorders, but model generalization is often hampered by domain shifts arising from variations in hardware, patient populations, recording protocols, and annotation standards. We pro…
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