Unsupervised EEG Artifact Detection and Correction

• Main Authors: Sari Saba-Sadiya (Author), Eric Chantland (Author), Tuka Alhanai (Author), Taosheng Liu (Author), Mohammad M. Ghassemi (Author)
• Format: Book
• Published: Frontiers Media S.A., 2021-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Electroencephalography (EEG) is used in the diagnosis, monitoring, and prognostication of many neurological ailments including seizure, coma, sleep disorders, brain injury, and behavioral abnormalities. One of the primary challenges of EEG data is its sensitivity to a breadth of non-stationary noise...