Original ResearchPublished 30 September 2026CLSP-REQA : a real-time quality-aware closed-loop seizure prediction framework with Mamba-BiLSTM and confidence-gated interventionMufeng Chen · Qi Wu · Bingchao Huang · Xiwen Lai · Zekai Chen · Xinge Ouyang · Quansheng RenFrontiers in Neuroinformaticsdoi 10.3389/fninf.2026.1888743