Patients with absence epilepsy sensitivity <10% of their absences. The clinical gold standard to assess absence epilepsy is a 24-h electroencephalographic (EEG) recording, which is expensive, obtrusive, and time-consuming to review. We aimed to (1) investigate the performance of an unobtrusive, two-channel behind-the-ear EEG-based wearable, the Sensor Dot (SD), to detect typical absences in adults and children; and (2) develop a sensitive patient-specific absence seizure detection algorithm to reduce the review time of the recordings.

中文翻译：

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使用耳后可穿戴双通道脑电图准确检测成人和儿童的典型失神发作

缺席癫痫敏感性<10% 缺席的患者。评估失神癫痫的临床金标准是 24 小时脑电图 (EEG) 记录，该记录成本高昂、费时费力且审查费时。我们旨在 (1) 研究基于耳后脑电图的不显眼的双通道可穿戴设备 Sensor Dot (SD) 的性能，以检测成人和儿童的典型缺勤情况；(2) 开发一种敏感的患者特异性失神发作检测算法，以减少记录的审查时间。