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DBTR-AGF: A Dual-Branch Transformer–Recurrent Network with Adaptive Gating for Epileptic Seizure Prediction

2026-05-04

Abstract excerpt

<title>Abstract</title> <p>Epilepsy is a chronic neurological disorder marked by unpredictable seizures, creating a pressing need for reliable early-warning systems. Despite advances in deep learning for EEG-based prediction, many models show weak patient-independent generalization, elevated false-positive rates, and sensitivity to limited data. We present DBTR-AGF (Dual-Branch Transformer–Recurrent with Adaptive...

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Literature Corpus work: 9df84775-ec17-57e8-8937-8d9724103cdd
DOI: 10.21203/rs.3.rs-8276098/v1

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