Researcheegllmneuroimagingclinical reporting
NeuroNarrator Translates EEG Signals Into Narratives
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7.2
On Feb 24, 2026, researchers led by Guoan Wang present NeuroNarrator, a generalist EEG-to-text foundation model trained on NeuroCorpus-160K pairing over 160,000 EEG segments with structured clinical descriptions. The architecture aligns temporal waveforms with spatial topographic maps via a contrastive objective and conditions a large language model using a state-space-inspired temporal-spectral context. Evaluations report strong performance across diverse benchmarks and zero-shot transfer tasks.
Scoring Rationale
Novel EEG-to-text foundation and large dataset drive score, limited by preprint status and niche clinical scope.
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