Multilevel Feature Learning Method for Accurate Interictal Epileptiform Spike Detection

• Main Authors: Chenchen Cheng (Author), Yan Liu (Author), Bo You (Author), Yuanfeng Zhou (Author), Fei Gao (Author), Liling Yang (Author), Yakang Dai (Author)
• Format: Book
• Published: IEEE, 2022-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Interictal epileptiform spike (referred to as spike) detected from electroencephalograms lasting only 20- to 200-ms can provide a reliable evidence-based indicator for clinical seizure type diagnosis. Recent feature representation approaches focus either on the concrete-level or abstract-level infor...