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Masaki Izumi

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#artificial intelligence Preprint Sep 2026

PHASE: A Physiology-Guided Hierarchical Foundation Model for Intracranial EEG

Clinicians and neuroscientists have long analyzed intracranial electroencephalography (iEEG) through directly measurable physiological characteristics, which carry much of the information that downstream tasks depend on. Recent iEEG foundation models learn by reconstructing or predicting their inputs, which leaves the...

Yi-Peng Zhang, Chen-Da Duan, Yuan-Yi Ding et al. · 0 citations

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