Epileptic Seizure Detection Based on Attitude Angle Signal of Wearable Device

• Published in: IEEE transactions on instrumentation and measurement Vol. 74; pp. 1 - 10
• Main Authors: Wang, Jiabing, Hu, Dinghan, Lai, Xiaoping, Jiang, Tao, Jiang, Tiejia, Gao, Feng, Vidal, Pierre-Paul, Cao, Jiuwen
• Format: Journal Article
• Language: English
• Published: New York IEEE 2025; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Acceleration; Angular velocity; angular velocity signal; attitude angle signal; Attitudes; Convulsions & seizures; Epilepsy; Hospitals; long short-term memory (LSTM); multimodal signal analysis; Neurology; Pitch (inclination); Rolling motion; seizure detection; Seizures; Three axis; Wearable computers; wearable device; Wearable technology
• ISSN: 0018-9456; 1557-9662
• DOI: 10.1109/TIM.2025.3529058

Wearable wristband device-based epilepsy detection has the merits of noninvasiveness, portability, low costs, and good environmental adaptability. However, attention has been paid to exploring the attitude angle signals collected by wearable devices for epilepsy detection. In this article, a systema...