可穿戴水化监测技术的最新进展:传感器的范围审查、趋势和未来方向。

IF 6.2 2区 医学 Q1 HEALTH CARE SCIENCES & SERVICES
Nazim A Belabbaci, Raphael Anaadumba, Mohammad Arif Ul Alam
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引用次数: 0

摘要

背景:监测水合作用对维持健康和防止脱水至关重要。尽管可穿戴设备具有持续监测水分的潜力,但健康研究尚未充分探索这一应用,也缺乏明确的设计指南。本综述旨在通过分析当前的研究趋势和评估可穿戴技术对水合监测的潜在影响来解决这一差距。目的:本文综述了可穿戴式水化监测技术的最新进展,重点介绍了它们的能力、局限性、研究和原型设计。它探讨了用于跟踪水合作用的各种传感器和技术,比较了它们的优缺点,确定了可穿戴水合作用监测设备的趋势,根据既定基准评估了它们的准确性和可靠性,并审查了商业上可用的产品,以将研究成果与实际应用联系起来。方法:根据PRISMA-ScR(首选报告项目用于系统评价和meta分析扩展范围评价)指南,我们系统地检索了PubMed, IEEE Xplore和谷歌Scholar关于使用生理生物标志物的无创可穿戴设备的研究(2014-2024)。需要与人类参与者进行验证或与金标准进行比较。数据提取包括研究特征、传感器技术、验证方法和商业产品分析。除了学术研究论文外,通过谷歌Scholar检索,纳入灰色文献,调查水化监测领域的商业产品。这种方法确保了对技术进步和市场趋势的更广泛的看法。结果:本综述从156篇文献中筛选出63篇进行全文分析。根据传感器类型对文献进行分类,包括电、光学、热、微波和多模态传感器。大多数研究(47/ 63,75%)考察了水合作用对生理参数的影响,一些研究(16/ 63,25%)关注体育活动或特定环境条件下的水合作用状态。来自8家公司的市售产品也对其技术特征、功能和应用进行了评估。由于易于使用和集成到可穿戴设备中,电传感器在研究中的主导地位得到了强调。虽然数量较少,但光学传感器显示出更高的精度,并提供分子水平的见解。多模态传感器的出现表明了一种结合技术以提高准确性的趋势,正如它们越来越多的出版物所反映的那样。其他传感器,如热和微波传感器,占据了专门的利基市场。市场上对基于光学的可穿戴设备的接受度越来越高,这反映了它们的成本精度效益。结论:可穿戴式水化监测设备提供了水化状态的实时评估,但在确保其可靠性、准确性和在不同人群和条件下的适用性方面仍然存在挑战。未来的研究方向包括标准化协议、广泛的临床试验、传感器小型化和增强的可穿戴性。将各种传感器与人工智能驱动分析相结合的多模式系统有望实现个性化水化管理。这篇综述对传感器技术的优势和挑战提供了详细的见解,为实用的皮肤水分监测解决方案铺平了道路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Recent Advancements in Wearable Hydration-Monitoring Technologies: Scoping Review of Sensors, Trends, and Future Directions.

Recent Advancements in Wearable Hydration-Monitoring Technologies: Scoping Review of Sensors, Trends, and Future Directions.

Recent Advancements in Wearable Hydration-Monitoring Technologies: Scoping Review of Sensors, Trends, and Future Directions.

Background: Monitoring hydration is crucial for maintaining health and preventing dehydration. Despite the potential of wearable devices for continuous hydration monitoring, health research hasn't fully explored this application, and clear design guidelines are absent. This scoping review aimed to address this gap by analyzing current research trends and assessing the potential impact of wearable technologies for hydration monitoring.

Objective: This review comprehensively examined recent advancements in wearable hydration-monitoring technologies, focusing on their capabilities, limitations, and research and prototype designs. It explored various sensors and technologies used to track hydration, compared their advantages and disadvantages, identified trends in wearable hydration-monitoring devices, evaluated their accuracy and reliability against established benchmarks, and reviewed commercially available products to bridge research findings and practical applications.

Methods: Following the PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews) guidelines, we systematically searched PubMed, IEEE Xplore, and Google Scholar for studies (2014-2024) on noninvasive wearable devices that used physiological biomarkers. Validation with human participants or comparisons with gold standards was required. Data extraction covered study characteristics, sensor technologies, validation methods, and commercial product analysis. In addition to academic research papers, gray literature was included through a Google Scholar search to investigate commercial products in the field of hydration monitoring. This approach ensured a broader perspective on technological advancements and market trends.

Results: The review synthesized 63 articles selected from 156 included for full-text analysis. The literature was categorized based on sensor types, including electrical, optical, thermal, microwave, and multimodal sensors. Most studies (47/63, 75%) examined the effects of hydration on physiological parameters, with some (16/63, 25%) focusing on hydration status during physical activity or in specific environmental conditions. Commercially available products from 8 companies were also evaluated for their technological features, functionalities, and applications. The dominance of electrical sensors in research was highlighted due to their ease of use and integration into wearable devices. While fewer in number, optical sensors demonstrated higher precision and provided molecular-level insights. The emergence of multimodal sensors suggests a trend toward combining technologies to improve accuracy, as reflected by their increasing publication share. Other sensors, such as thermal and microwave-based sensors, occupied specialized niches. The growing acceptance of optical-based wearables in the market reflects their cost-to-precision effectiveness.

Conclusions: Wearable hydration-monitoring devices provide real-time assessments of hydration status, but challenges remain in ensuring their reliability, accuracy, and applicability across diverse populations and conditions. Future directions for research include standardized protocols, extensive clinical trials, sensor miniaturization, and enhanced wearability. Multimodal systems that integrate various sensors with artificial intelligence-driven analysis hold promise for personalized hydration management. This review offers detailed insights into the strengths and challenges of sensor technologies, paving the way for practical skin hydration-monitoring solutions.

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来源期刊
JMIR mHealth and uHealth
JMIR mHealth and uHealth Medicine-Health Informatics
CiteScore
12.60
自引率
4.00%
发文量
159
审稿时长
10 weeks
期刊介绍: JMIR mHealth and uHealth (JMU, ISSN 2291-5222) is a spin-off journal of JMIR, the leading eHealth journal (Impact Factor 2016: 5.175). JMIR mHealth and uHealth is indexed in PubMed, PubMed Central, and Science Citation Index Expanded (SCIE), and in June 2017 received a stunning inaugural Impact Factor of 4.636. The journal focusses on health and biomedical applications in mobile and tablet computing, pervasive and ubiquitous computing, wearable computing and domotics. JMIR mHealth and uHealth publishes since 2013 and was the first mhealth journal in Pubmed. It publishes even faster and has a broader scope with including papers which are more technical or more formative/developmental than what would be published in the Journal of Medical Internet Research.
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