EEG Classification of Epilepsy Based on Machine Learning

• Published in: 2024 IEEE 25th China Conference on System Simulation Technology and its Application (CCSSTA) pp. 1 - 6
• Main Authors: Tang, Xiaomin, Li, Shanshan, Ma, Lerong, Qin, Qing
• Format: Conference Proceeding
• Language: English
• Published: IEEE 21.07.2024
• Subjects: Accuracy; Bagging; bagging algorithm; Brain modeling; decision tree; Decision trees; Discrete wavelet transforms; Electrical stimulation; electroencephalogram; Electroencephalography; Epilepsy; epilepsy classification; Feature extraction; Measurement

The parameter settings of electrical stimulation techniques vary from person to person. Therefore, the transition from a fixed model to an individualized treatment plan is a major challenge in the clinical management of epilepsy. To fully identify the different epileptic states and provide a theoret...