开发客观测量作为阿托匹克皮肤炎的代理-一篇评论
Cheuk-Yan Au1, Neha Manazir1, Huzhaorui Kang1
1Institute for Health Innovation & Technology (iHealthtech), National University of Singapore (NUS), MD6, 14 Medical Drive, #14-01, Singapore 117599, Singapore.
Sensors (Basel, Switzerland)
|July 30, 2025
概括
在亚托皮性皮炎 (AD) 中监测是关键. 本综述涵盖了可穿戴设备和人工智能等技术,用于客观地检测痕,旨在改善患者护理和疾病管理.
科学领域:
- 皮肤病学 皮肤病学
- 生物医学工程 生物医学工程
- 医疗信息学 医疗信息学
背景情况:
- 亚托邦性皮肤炎 (AD) 或湿疹是一种慢性炎症性皮肤疾病,导致严重的和,影响生活质量.
- 对的客观监测对于评估AD的严重程度,治疗的有效性以及了解与睡眠障碍的联系至关重要.
研究的目的:
- 审查和分类目前用于检测和监测AD患者的和的技术.
- 批判性地分析这些监测方法的优势,局限性和验证挑战.
- 确定未来的研究方向,以推进AD中的客观和痕监测.
主要方法:
- 划分痕监测技术分为基于接触的 (可穿戴传感器,如加速度计,EMG,压电) 和基于非接触的 (视频跟踪,热成像,声学分析).
- 讨论新兴的人工智能 (AI) 和机器学习方法,用于自动化痕检测.
- 对技术方面的批判性分析,包括准确性,用户舒适性,数据隐私和现实世界的适用性.
主要成果:
- 可穿戴式传感器和非接触式方法为捕捉各种设置中的划伤行为提供了多种方法.
- 人工智能驱动的方法显示出对自动和客观的划痕检测有希望.
- 在验证,准确性,用户接受和实际实施方面仍然存在重大挑战.
结论:
- 技术进步对于客观监测亚托皮炎中和的情况至关重要.
- 未来的研究应该集中在多式联网监控,实时分析和以患者为中心的可穿戴解决方案上.
- 改进的监测工具可以增强患有AD的人的疾病管理和患者结果.
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