一个可穿戴的人工智能反工具 (手腕天使) 用于治疗和研究强迫症:非随机试点研究的协议
Nicole Nadine Lønfeldt1, Line Katrine Harder Clemmensen2, Anne Katrine Pagsberg1,3
1Child and Adolescent Mental Health Center, Mental Health Services CPH, Copenhagen University Hospital, Hellerup, Denmark.
JMIR research protocols
|July 24, 2023
概括
这项研究探讨了使用可穿戴生物传感器来监测青少年强迫症 (OCD) 症状. 研究结果表明,持续监测是可行的,以帮助强迫症的认知行为疗法.
科学领域:
- 生物医学工程 生物医学工程
- 临床心理学 临床心理学
- 数字健康数字健康
背景情况:
- 青少年的强迫症 (OCD) 涉及复杂的行为,情绪和生理模式.
- 强迫症治疗强调理解思想,情绪,行为和家庭动态之间的联系.
- 可穿戴生物传感器为持续的,现实世界的强迫症症状监测提供了潜力,以支持治疗.
研究的目的:
- 评估使用可穿戴生物传感器监测年轻人强迫症症状的可行性和可接受性.
- 探索使用语音和行为信号开发工具的潜力,以检测和预测强迫症相关的内部状态和人际关系过程.
主要方法:
- 招募了患有强迫症和对照症的年轻人 (8-17岁),以及他们的父母.
- 使用腕式生物传感器在8周内收集生理数据 (脉冲,皮肤活动,皮肤温度,加速).
- 进行控制实验,将生理,语音和行为信号与心理状态联系起来,并进行临床采访和问卷.
主要成果:
- 成功招募了9名患者和9名对照二,其中16个二完成了8周的随访.
- 在野外和实验条件下收集连续的生理,语音和行为数据.
结论:
- 这项研究提供了初步证据,证明使用可穿戴生物传感器监测青少年强迫症严重程度和事件的可行性.
- 未来的研究将专注于将生物传感器数据与机器学习相结合,以获得对强迫症症状和治疗进展的可操作见解.
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