PHASE: A Physiology-Guided Hierarchical Foundation Model for Intracranial EEG
Beyond task performance, PHASE learns to encapsulate the physiological characteristics clinicians recognize, from seizure onset and its propagation to anatomical region identity, even though its pretraining contains no ictal recordings or anatomical labels.
Yi-Peng Zhang, Chen-Da Duan, Yuan-Yi Ding et al.
· 0 citations