A multi-space alignment framework using domain adaptation and knowledge distillation improves cross-species and cross-modality epileptic seizure detection from EEG, achieving over 90% AUC with limited target data.
Continuous seizure detection based on T ransformer and long-term iEEG.IEEE Journal of Biomedical and Health Informatics 2022; 26: 5418–5427
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Canine EEG Helps Human: Cross-Species and Cross-Modality Epileptic Seizure Detection via Multi-Space Alignment
A multi-space alignment framework using domain adaptation and knowledge distillation improves cross-species and cross-modality epileptic seizure detection from EEG, achieving over 90% AUC with limited target data.