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Validation of a Wearable Medical Device for Automatic Diagnosis of OSA against Standard PSG.一款用于阻塞性睡眠呼吸暂停自动诊断的可穿戴医疗设备相对于标准多导睡眠图的验证。
J Clin Med. 2024 Jan 19;13(2):571. doi: 10.3390/jcm13020571.
2
State of the science and recommendations for using wearable technology in sleep and circadian research.科学现状与使用可穿戴技术进行睡眠和昼夜节律研究的建议。
Sleep. 2024 Apr 12;47(4). doi: 10.1093/sleep/zsad325.
3
Insights on mandibular jaw movements during polysomnography in obstructive sleep apnea.阻塞性睡眠呼吸暂停多导睡眠监测期间下颌运动的见解。
J Clin Sleep Med. 2024 Jan 1;20(1):151-163. doi: 10.5664/jcsm.10830.
4
Consumer Wearable Sleep Trackers: Are They Ready for Clinical Use?消费者可穿戴睡眠追踪器:它们准备好用于临床了吗?
Sleep Med Clin. 2023 Sep;18(3):311-330. doi: 10.1016/j.jsmc.2023.05.005. Epub 2023 Jun 25.
5
Comparative study of the SleepImage ring device and polysomnography for diagnosing obstructive sleep apnea.SleepImage环式设备与多导睡眠图诊断阻塞性睡眠呼吸暂停的对比研究
Biomed Eng Lett. 2023 Jul 17;13(3):343-352. doi: 10.1007/s13534-023-00304-9. eCollection 2023 Aug.
6
Smart sleep: what to consider when adopting AI-enabled solutions in clinical practice of sleep medicine.智能睡眠:在睡眠医学临床实践中采用人工智能解决方案时需要考虑的因素。
J Clin Sleep Med. 2023 Oct 1;19(10):1823-1833. doi: 10.5664/jcsm.10702.
7
Belun Ring (Belun Sleep System BLS-100): Deep learning-facilitated wearable enables obstructive sleep apnea detection, apnea severity categorization, and sleep stage classification in patients suspected of obstructive sleep apnea.贝尔伦环(Belun 睡眠系统 BLS-100):基于深度学习的可穿戴设备可用于检测阻塞性睡眠呼吸暂停、对睡眠呼吸暂停严重程度进行分类以及对疑似阻塞性睡眠呼吸暂停患者的睡眠分期进行分类。
Sleep Health. 2023 Aug;9(4):430-440. doi: 10.1016/j.sleh.2023.05.001. Epub 2023 Jun 26.
8
Sleep Apnea Detection by Tracheal Motion and Sound, and Oximetry via Application of Deep Neural Networks.基于气管运动、声音及血氧饱和度,运用深度神经网络进行睡眠呼吸暂停检测
Nat Sci Sleep. 2023 May 30;15:423-432. doi: 10.2147/NSS.S397196. eCollection 2023.
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Searching for a Vulnerable Cardiovascular Endotype in Obstructive Sleep Apnea: Is the Humble Pulse Wave a Useful Biomarker?在阻塞性睡眠呼吸暂停中寻找易损心血管内型:普通的脉搏波是一种有用的生物标志物吗?
Am J Respir Crit Care Med. 2023 Jun 15;207(12):1553-1555. doi: 10.1164/rccm.202304-0739ED.
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Evaluation of a novel device to assess obstructive sleep apnea and body position.评估一种新型设备以评估阻塞性睡眠呼吸暂停和体位。
J Clin Sleep Med. 2023 Sep 1;19(9):1643-1649. doi: 10.5664/jcsm.10644.

OSA 诊断可穿戴了:最新设备准备好大放异彩了吗?

OSA diagnosis goes wearable: are the latest devices ready to shine?

机构信息

Sleep Medicine Section, Louis Stokes Cleveland VA Medical Center, Cleveland, Ohio.

Division of Pulmonary, Critical Care, and Sleep Medicine, University Hospitals Cleveland Medical Center, Cleveland, Ohio.

出版信息

J Clin Sleep Med. 2024 Nov 1;20(11):1823-1838. doi: 10.5664/jcsm.11290.

DOI:10.5664/jcsm.11290
PMID:39132687
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11530974/
Abstract

STUDY OBJECTIVES

From 2019-2023, the United States Food and Drug Administration has cleared 9 novel obstructive sleep apnea-detecting wearables for home sleep apnea testing, with many now commercially available for sleep clinicians to integrate into their clinical practices. To help clinicians comprehend these devices and their functionalities, we meticulously reviewed their operating mechanisms, sensors, algorithms, data output, and related performance evaluation literature.

METHODS

We collected information from PubMed, United States Food and Drug Administration clearance documents, ClinicalTrials.gov, and web sources, with direct industry input whenever feasible.

RESULTS

In this "device-centered" review, we broadly categorized these wearables into 2 main groups: those that primarily harness photoplethysmography data and those that do not. The former include the peripheral arterial tonometry-based devices. The latter was further broken down into 2 key subgroups: acoustic-based and respiratory effort-based devices. We provided a performance evaluation literature review and objectively compared device-derived metrics and specifications pertinent to sleep clinicians. Detailed demographics of study populations, exclusion criteria, and pivotal statistical analyses of the key validation studies are summarized.

CONCLUSIONS

In the foreseeable future, these novel obstructive sleep apnea-detecting wearables may emerge as primary diagnostic tools for patients at risk for moderate-to-severe obstructive sleep apnea without significant comorbidities. While more devices are anticipated to join this category, there remains a critical need for cross-device comparison studies as well as independent performance evaluation and outcome research in diverse populations. Now is the moment for sleep clinicians to immerse themselves in understanding these emerging tools to ensure our patient-centered care is improved through the appropriate implementation and utilization of these novel sleep technologies.

CITATION

Chiang AA, Jerkins E, Holfinger S, et al. OSA diagnosis goes wearable: are the latest devices ready to shine? . 2024;20(11):1823-1838.

摘要

研究目的

自 2019 年至 2023 年,美国食品和药物管理局已批准 9 种新型用于家庭睡眠呼吸暂停检测的阻塞性睡眠呼吸暂停检测可穿戴设备,其中许多现已可商业购买,供睡眠临床医生将其整合到临床实践中。为帮助临床医生理解这些设备及其功能,我们仔细审查了它们的工作机制、传感器、算法、数据输出以及相关性能评估文献。

方法

我们从 PubMed、美国食品和药物管理局批准文件、ClinicalTrials.gov 和网络资源中收集信息,并在可行的情况下直接从行业获得输入。

结果

在本次“以设备为中心”的综述中,我们将这些可穿戴设备广泛分为 2 大主要类别:主要利用光体积描记数据的设备和不利用光体积描记数据的设备。前者包括基于外周动脉张力测量的设备。后者进一步细分为 2 个关键亚组:基于声学的设备和基于呼吸努力的设备。我们提供了性能评估文献综述,并客观比较了与睡眠临床医生相关的设备衍生指标和规格。总结了关键验证研究的研究人群详细人口统计学资料、排除标准和关键统计分析。

结论

在可预见的未来,这些新型阻塞性睡眠呼吸暂停检测可穿戴设备可能成为无明显合并症的中重度阻塞性睡眠呼吸暂停高危患者的主要诊断工具。虽然预计会有更多的设备加入这一类别,但仍需要进行跨设备比较研究,以及在不同人群中进行独立的性能评估和结果研究。现在是睡眠临床医生深入了解这些新兴工具的时候了,以便通过适当实施和利用这些新型睡眠技术来改善以患者为中心的护理。

引文

Chiang AA, Jerkins E, Holfinger S, et al. OSA diagnosis goes wearable: are the latest devices ready to shine?. 2024;20(11):1823-1838.