CLEP: Contrastive Learning for Epileptic Seizure Prediction Using a Spatio-Temporal-Spectral Network

• Autori principali: Lianghui Guo (Autore), Tao Yu (Autore), Shijie Zhao (Autore), Xiaoli Li (Autore), Xiaofeng Liao (Autore), Yang Li (Autore)
• Natura: Libro
• Pubblicazione: IEEE, 2023-01-01T00:00:00Z.
• Soggetti: article
• Accesso online: Connect to this object online.

Seizure prediction of epileptic preictal period through electroencephalogram (EEG) signals is important for clinical epilepsy diagnosis. However, recent deep learning-based methods commonly employ intra-subject training strategy and need sufficient data, which are laborious and time-consuming for a...