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eess.SP2025
Biaxialformer: Leveraging Channel Independence and Inter-Channel Correlations in EEG Signal Decoding for Predicting Neurological Outcomes
Naimahmed Nesaragi, Hemin Ali Qadir, Per Steiner Halvorsen +1
Accurate decoding of EEG signals requires comprehensive modeling of both temporal dynamics within individual channels and spatial dependencies across channels. While Transformer-ba…
eess.SP2023
A Multi-channel EEG Data Analysis for Poor Neuro-prognostication in Comatose Patients with Self and Cross-channel Attention Mechanism
Hemin Ali Qadir, Naimahmed Nesaragi, Per Steiner Halvorsen +1
This work investigates the predictive potential of bipolar electroencephalogram (EEG) recordings towards efficient prediction of poor neurological outcomes. A retrospective design…