论文标题
在长时间使用可穿戴传感器的连续监测中，确定精神病患者与对照之间的体育活动和自主功能模式的差异
Identifying differences in physical activity and autonomic function patterns between psychotic patients and controls over a long period of continuous monitoring using wearable sensors
论文作者
论文摘要
数字表型是一个新生的多学科领域，具有彻底改变精神病学及其临床实践的潜力。在本文中，我们对从可穿戴数据中提取的短期特征进行了严格的统计分析，在长期连续监测精神病患者和健康对照对应的患者中。我们的新颖分析确定了两组之间显着波动的特征，并提供了一些区分它们的因素的见解，这些因素可能会在将来利用，以预防复发和个性化的援助。
Digital phenotyping is a nascent multidisciplinary field that has the potential to revolutionize psychiatry and its clinical practice. In this paper, we present a rigorous statistical analysis of short-time features extracted from wearable data, during long-term continuous monitoring of patients with psychotic disorders and healthy control counterparts. Our novel analysis identifies features that fluctuate significantly between the two groups, and offers insights on several factors that differentiate them, which could be leveraged in the future for relapse prevention and individualized assistance.
