Epileptic Seizure Detection by Cascading Isolation Forest-Based Anomaly Screening and EasyEnsemble

• Main Authors: Yao Guo (Author), Xinyu Jiang (Author), Linkai Tao (Author), Long Meng (Author), Chenyun Dai (Author), Xi Long (Author), Feng Wan (Author), Yuan Zhang (Author), Johannes van Dijk (Author), Ronald M. Aarts (Author), Wei Chen (Author), Chen Chen (Author)
• Format: Book
• Published: IEEE, 2022-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

The electroencephalogram (EEG), for measuring the electrophysiological activity of the brain, has been widely applied in automatic detection of epilepsy seizures. Various EEG-based seizure detection algorithms have already yielded high sensitivity, but training those algorithms requires a large amou...