• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

使用可穿戴技术进行不明来源的隐源性卒中和栓塞性卒后的心脏监测:系统评价。

Use of wearable technology in cardiac monitoring after cryptogenic stroke or embolic stroke of undetermined source: a systematic review.

机构信息

Department of Medicine, Alexandra Hospital, Singapore.

Department of Computer Science and Technology, University of Cambridge, Cambridge, UK.

出版信息

Singapore Med J. 2024 Jul 1;65(7):370-379. doi: 10.4103/singaporemedj.SMJ-2022-143. Epub 2024 Mar 6.

DOI:10.4103/singaporemedj.SMJ-2022-143
PMID:38449074
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11321540/
Abstract

INTRODUCTION

Prolonged cardiac monitoring after cryptogenic stroke or embolic stroke of undetermined source (ESUS) is necessary to identify atrial fibrillation (AF) that requires anticoagulation. Wearable devices may improve AF detection compared to conventional management. We aimed to review the evidence for the use of wearable devices in post-cryptogenic stroke and post-ESUS monitoring.

METHODS

We performed a systematic search of PubMed, EMBASE, Scopus and clinicaltrials.gov on 21 July 2022, identifying all studies that investigated the use of wearable devices in patients with cryptogenic stroke or ESUS. The outcomes of AF detection were analysed. Literature reports on electrocardiogram (ECG)-based (external wearable, handheld, patch, mobile cardiac telemetry [MCT], smartwatch) and photoplethysmography (PPG)-based (smartwatch, smartphone) devices were summarised.

RESULTS

A total of 27 relevant studies were included (two randomised controlled trials, seven prospective trials, 10 cohort studies, six case series and two case reports). Only four studies compared wearable technology to Holter monitoring or implantable loop recorder, and these studies showed no significant differences on meta-analysis (odds ratio 2.35, 95% confidence interval [CI] 0.74-7.48, I 2 = 70%). External wearable devices detected AF in 20.7% (95% CI 14.9-27.2, I 2 = 76%) of patients and MCT detected new AF in 9.6% (95% CI 7.4%-11.9%, I 2 = 56%) of patients. Other devices investigated included patch sensors, handheld ECG recorders and PPG-based smartphone apps, which demonstrated feasibility in the post-cryptogenic stroke and post-ESUS setting.

CONCLUSION

Wearable devices that are ECG or PPG based are effective for paroxysmal AF detection after cryptogenic stroke and ESUS, but further studies are needed to establish how they compare with Holter monitors and implantable loop recorder.

摘要

简介

为了确定需要抗凝治疗的心房颤动(AF),对于隐源性卒中和来源不明的栓塞性卒中(ESUS)患者,需要进行延长的心脏监测。可穿戴设备可能比常规治疗更有助于 AF 的检测。我们旨在回顾在隐源性卒中和 ESUS 后监测中使用可穿戴设备的证据。

方法

我们于 2022 年 7 月 21 日在 PubMed、EMBASE、Scopus 和 clinicaltrials.gov 上进行了系统搜索,以确定所有研究隐源性卒中和 ESUS 患者中使用可穿戴设备的研究。分析了 AF 检测结果。总结了基于心电图(ECG)(外部可穿戴、手持、贴片、移动心脏遥测[MCT]、智能手表)和光电容积脉搏波(PPG)(智能手表、智能手机)的设备的文献报告。

结果

共纳入 27 项相关研究(两项随机对照试验、七项前瞻性试验、十项队列研究、六项病例系列研究和两项病例报告)。仅有四项研究将可穿戴技术与动态心电图监测或植入式环路记录器进行了比较,且这些研究在荟萃分析中无显著差异(比值比 2.35,95%置信区间[CI]0.74-7.48,I 2 =70%)。外部可穿戴设备在 20.7%(95%CI 14.9-27.2,I 2 =76%)的患者中检测到 AF,MCT 在 9.6%(95%CI 7.4%-11.9%,I 2 =56%)的患者中检测到新发 AF。研究还涉及贴片传感器、手持 ECG 记录器和基于 PPG 的智能手机应用程序,这些设备在隐源性卒中和 ESUS 后均具有可行性。

结论

基于 ECG 或 PPG 的可穿戴设备可有效检测隐源性卒中和 ESUS 后的阵发性 AF,但仍需要进一步研究来确定其与动态心电图监测和植入式环路记录器的比较情况。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/30ad/11321540/fa62e772b8bb/SMJ-65-370-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/30ad/11321540/c3cbb2fb6d79/SMJ-65-370-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/30ad/11321540/0d9e28111317/SMJ-65-370-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/30ad/11321540/fa62e772b8bb/SMJ-65-370-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/30ad/11321540/c3cbb2fb6d79/SMJ-65-370-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/30ad/11321540/0d9e28111317/SMJ-65-370-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/30ad/11321540/fa62e772b8bb/SMJ-65-370-g003.jpg

相似文献

1
Use of wearable technology in cardiac monitoring after cryptogenic stroke or embolic stroke of undetermined source: a systematic review.使用可穿戴技术进行不明来源的隐源性卒中和栓塞性卒后的心脏监测:系统评价。
Singapore Med J. 2024 Jul 1;65(7):370-379. doi: 10.4103/singaporemedj.SMJ-2022-143. Epub 2024 Mar 6.
2
Artificial Intelligence-Enabled ECG to Identify Silent Atrial Fibrillation in Embolic Stroke of Unknown Source.人工智能心电图识别不明来源栓塞性脑卒中的无症状性心房颤动。
J Stroke Cerebrovasc Dis. 2021 Sep;30(9):105998. doi: 10.1016/j.jstrokecerebrovasdis.2021.105998. Epub 2021 Jul 22.
3
Implantable cardiac monitors to detect atrial fibrillation after cryptogenic stroke: a systematic review and economic evaluation.用于检测隐源性卒中后房颤的植入式心脏监测器:系统评价与经济学评估
Health Technol Assess. 2020 Jan;24(5):1-184. doi: 10.3310/hta24050.
4
Predictors of atrial fibrillation after embolic stroke of undetermined source in patients with implantable loop recorders.植入式环路记录器患者不明来源栓塞性卒中后心房颤动的预测因素。
Neurol Sci. 2024 Oct;45(10):4903-4912. doi: 10.1007/s10072-024-07548-y. Epub 2024 Apr 25.
5
A Simple Score for Predicting Paroxysmal Atrial Fibrillation in Patients with Embolic Stroke of Undetermined Source in a Tunisian Cohort Study.一项用于预测突尼斯队列研究中不明来源栓塞性脑卒中患者阵发性心房颤动的简单评分。
Curr Neurovasc Res. 2024;21(2):116-122. doi: 10.2174/0115672026301430240201094411.
6
Meta-Analysis of Randomized Clinical Trials Comparing the Impact of Implantable Loop Recorder Versus Usual Care After Ischemic Stroke for Detection of Atrial Fibrillation and Stroke Risk.Meta 分析缺血性卒中后植入式循环记录仪与常规护理比较对心房颤动和卒中风险检测的影响的随机临床试验。
Am J Cardiol. 2022 Jan 1;162:100-104. doi: 10.1016/j.amjcard.2021.09.013. Epub 2021 Oct 28.
7
Biomarkers of Atrial Cardiopathy and Atrial Fibrillation Detection on Mobile Outpatient Continuous Telemetry After Embolic Stroke of Undetermined Source.不明来源栓塞性卒中后移动门诊连续遥测中房性心脏病和房颤检测的生物标志物
J Stroke Cerebrovasc Dis. 2017 Jun;26(6):1249-1253. doi: 10.1016/j.jstrokecerebrovasdis.2017.01.016. Epub 2017 Feb 22.
8
Factors associated with the detection of atrial fibrillation in patients with embolic stroke of undetermined source.不明来源栓塞性卒中患者心房颤动检测的相关因素。
BMC Neurol. 2025 Jan 11;25(1):15. doi: 10.1186/s12883-024-04008-0.
9
Atrial fibrillation in embolic stroke of undetermined source: role of advanced imaging of left atrial function.不明来源栓塞性脑卒中中心房颤动:左心房功能的高级影像学作用。
Eur J Prev Cardiol. 2023 Dec 21;30(18):1965-1974. doi: 10.1093/eurjpc/zwad228.
10
Atrial Fibrillation in Patients with Embolic Stroke of Undetermined Source during 3 Years of Prolonged Monitoring with an Implantable Loop Recorder.植入式环路记录器延长监测 3 年后不明来源栓塞性脑卒中患者的心房颤动。
Thromb Haemost. 2021 Jun;121(6):826-833. doi: 10.1055/a-1346-2899. Epub 2021 Feb 16.

引用本文的文献

1
Smart Clothing and Medical Imaging Innovations for Real-Time Monitoring and Early Detection of Stroke: Bridging Technology and Patient Care.用于中风实时监测和早期检测的智能服装与医学成像创新:连接技术与患者护理
Diagnostics (Basel). 2025 Aug 6;15(15):1970. doi: 10.3390/diagnostics15151970.
2
Embolic Stroke of Undetermined Source (ESUS): Exploring the Neurocardiological Axis and Its Clinical Implications.不明来源栓塞性卒中(ESUS):探索神经心脏学关联及其临床意义。
Medicina (Kaunas). 2025 Jul 10;61(7):1252. doi: 10.3390/medicina61071252.
3
Wearable Technology in Cardiology: Advancements, Applications, and Future Prospects.

本文引用的文献

1
Usability of a smartwatch for atrial fibrillation detection in older adults after stroke.智能手表在中风后老年人房颤检测中的可用性。
Cardiovasc Digit Health J. 2022 Apr 18;3(3):126-135. doi: 10.1016/j.cvdhj.2022.03.003. eCollection 2022 Jun.
2
The Potential and Limitations of Mobile Health and Insertable Cardiac Monitors in the Detection of Atrial Fibrillation in Cryptogenic Stroke Patients: Preliminary Results From the REMOTE Trial.移动健康和植入式心脏监测器在隐源性卒中患者心房颤动检测中的潜力与局限性:REMOTE试验的初步结果
Front Cardiovasc Med. 2022 Apr 13;9:848914. doi: 10.3389/fcvm.2022.848914. eCollection 2022.
3
心脏病学中的可穿戴技术:进展、应用及未来前景
Rev Cardiovasc Med. 2025 Jun 27;26(6):39025. doi: 10.31083/RCM39025. eCollection 2025 Jun.
4
Role of Mobile Health and Wearable Devices in Cardiovascular Disease Prevention: A Comprehensive Review.移动健康与可穿戴设备在心血管疾病预防中的作用:全面综述
Cureus. 2025 May 7;17(5):e83673. doi: 10.7759/cureus.83673. eCollection 2025 May.
5
Wearable Devices for Arrhythmia Detection: Advancements and Clinical Implications.用于心律失常检测的可穿戴设备:进展与临床意义
Sensors (Basel). 2025 Apr 30;25(9):2848. doi: 10.3390/s25092848.
6
Clinical applications of artificial intelligence and machine learning in neurocardiology: a comprehensive review.人工智能与机器学习在神经心脏病学中的临床应用:综述
Front Cardiovasc Med. 2025 Apr 3;12:1525966. doi: 10.3389/fcvm.2025.1525966. eCollection 2025.
7
Current Strategies for Atrial Fibrillation Prevention and Management: Taming the Commonest Cardiac Arrhythmia.心房颤动预防与管理的当前策略:驯服最常见的心律失常
Curr Vasc Pharmacol. 2025;23(1):31-44. doi: 10.2174/0115701611317504240910113003.
8
Advances and challenges in cardiology.心脏病学的进展与挑战
Singapore Med J. 2024 Jul 1;65(7):369. doi: 10.4103/singaporemedj.SMJ-2024-128. Epub 2024 Jul 8.
Clinical Implications of Atrial Fibrillation Detection Using Wearable Devices in Patients With Cryptogenic Stroke (CANDLE-AF) Trial: Design and Rationale.
隐匿性卒中患者使用可穿戴设备检测房颤的临床意义(CANDLE-AF)试验:设计与原理
Front Cardiovasc Med. 2022 Apr 4;9:837958. doi: 10.3389/fcvm.2022.837958. eCollection 2022.
4
Cost-Effectiveness of Monitoring Patients Post-Stroke With Mobile ECG During the Hospital Stay.住院期间使用移动心电图监测卒中后患者的成本效益。
J Am Heart Assoc. 2022 Apr 19;11(8):e022735. doi: 10.1161/JAHA.121.022735. Epub 2022 Apr 12.
5
Will Smartphone Applications Replace the Insertable Cardiac Monitor in the Detection of Atrial Fibrillation? The First Comparison in a Case Report of a Cryptogenic Stroke Patient.在检测心房颤动方面,智能手机应用程序会取代可插入式心脏监测器吗?首例隐源性卒中患者病例报告中的对比研究
Front Cardiovasc Med. 2022 Mar 23;9:839853. doi: 10.3389/fcvm.2022.839853. eCollection 2022.
6
Improving stroke pathways using an adhesive ambulatory ECG patch: reducing time for patients to ECGs and subsequent results.使用粘性动态心电图贴片改善卒中治疗路径:缩短患者进行心电图检查的时间及后续结果。
Future Healthc J. 2022 Mar;9(1):64-66. doi: 10.7861/fhj.2021-0151.
7
Smartphone detection of atrial fibrillation using photoplethysmography: a systematic review and meta-analysis.使用光电容积脉搏波描记法通过智能手机检测心房颤动:一项系统评价和荟萃分析。
Heart. 2022 Sep 26;108(20):1600-1607. doi: 10.1136/heartjnl-2021-320417.
8
Smartwatch diagnosis of atrial fibrillation in patient with embolic stroke of unknown source: A case report.智能手表诊断不明来源栓塞性卒中患者的心房颤动:一例报告。
Cardiovasc Digit Health J. 2021 Jan 13;2(1):84-87. doi: 10.1016/j.cvdhj.2021.01.001. eCollection 2021 Feb.
9
2021 Asia Pacific Heart Rhythm Society (APHRS) practice guidance on atrial fibrillation screening.2021年亚太心脏节律学会(APHRS)心房颤动筛查实践指南。
J Arrhythm. 2021 Dec 28;38(1):31-49. doi: 10.1002/joa3.12669. eCollection 2022 Feb.
10
Cost-effectiveness of a photopethysmographic procedure for screening for atrial fibrillation in 6 European countries.一种用于欧洲6个国家筛查心房颤动的光电容积脉搏波描记术的成本效益。
Health Econ Rev. 2022 Feb 26;12(1):17. doi: 10.1186/s13561-022-00362-2.