A Two-Layer Ensemble Method for Detecting Epileptic Seizures Using a Self-Annotation Bracelet With Motor Sensors - Dong, Chunjiao; Ye, Tianchun; Long, Xi; Aarts, Ronald M.; van Dijk, Johannes P.; Shang, Chunheng; Liao, Xiwen; Chen, Wei; Lai, Wanlin; Chen, Lei; Wang, Yunfeng (IEEE transactions on instrumentation and measurement, 2022)
Keywords: Accelerometer (ACM); Algorithms; Annotations; Brain modeling; Convulsions & seizures; Data collection; Data models; Datasets; epilepsy; gyroscope; Hospitals; Injury prevention; Jewelry; Labelling; Machine learning; Monitoring; Motion sensors; motor sensor; Night; Random forests; Segments; seizure detection; Seizures; Sensitivity; Sensors; signal processing; Support vector machines; wearable device; Wearable technology