CLSP-REQA integrates a parallel REQA quality scorer with Mamba-BiLSTM to achieve AUC-ROC 0.7426 on CHB-MIT and 0.7012 on SIENA under strict cross-patient evaluation without target data or adaptation.
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CLSP-REQA: A Real-Time Quality-Aware Closed-Loop Seizure Prediction Framework with Mamba-BiLSTM and Confidence-Gated Intervention
CLSP-REQA integrates a parallel REQA quality scorer with Mamba-BiLSTM to achieve AUC-ROC 0.7426 on CHB-MIT and 0.7012 on SIENA under strict cross-patient evaluation without target data or adaptation.