一种新的基于智能手机的动态心律诊断的光容积脉搏图方法的验证

J. Fernstad, E. Svennberg, P. Aberg, K. Kemp-Gudmundsdottir, A. Jansson, M. Rosenqvist, J. Engdahl
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引用次数: 0

摘要

资金来源类型:公共拨款-仅限国家预算。主要资金来源:Vinnova -瑞典创新系统机构。斯德哥尔摩地区创新基金。长期和动态记录心律的设备在全球卫生保健系统中的可用性有限,可能导致漏诊和围手术期心律管理的局限性。随着智能手机的普及,与心电图(ECG)相比,使用智能手机光电容积脉搏波(PPG)进行心房颤动(AF)的心律诊断和管理的可用性正在增加。之前对智能手机- ppg应用程序的验证研究都是在医疗机构的监督下进行的。此外,之前没有研究将智能手机PPG与同步心电图记录进行比较,并对PPG记录进行人工心律解释,也没有研究包括心房扑动(AFL)患者。本研究的目的是验证一种新的智能手机- ppg方法,用于房颤和/或AFL患者在无监督的门诊环境中进行心律诊断。未选择的在大学医院接受直流电心脏复律治疗的AF或AFL患者被要求在治疗后在其家庭环境中进行一分钟的心律记录,每天至少两次,持续30天。所有患者均使用未修改的iPhone 7智能手机,同时运行CORAI心脏监视器PPG应用程序和单导联心电图记录(KardiaMobile)。PPG和ECG记录由两名读取器独立解读。2018年11月至2020年7月共纳入280例患者,中位年龄为69.0岁(31%为女性),同时登记了18005次PPG和ECG记录。与95.1%的心电图记录相比,96.9%的PPG记录具有足够的诊断质量(p < 0.001)。转复前心电图记录被解释为房颤的占82.1%,AFL的占14.3%,诊断质量不足的占3.6%。去除质量不合格的记录后,69.7%的心电图记录被解释为窦性心律,28.2%被解释为心房颤动,2.1%被解释为心房颤动。与人工解释心电图记录相比,人工解释PPG记录诊断AF/AFL(敏感性)为97.7%,窦性心律(特异性)为99.4%,总体准确率为98.9%。结果排除心电图或PPG上解释为AFL的记录,诊断为AF(敏感性)为99.0%,窦性心律(特异性)为99.7%,总体准确性为99.5%。一种新的智能手机- ppg方法可以在患者无监督的家庭环境中使用,具有高灵敏度和特异性的AF和AFL的准确心律诊断。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Validation of a novel smartphone-based photoplethysmographic method for ambulatory heart rhythm diagnostics
Type of funding sources: Public grant(s) – National budget only. Main funding source(s): Vinnova - The Swedish Agency for Innovation Systems. Region Stockholm Innovation Fund. Devices for long-term and ambulatory recording of heart rhythm have limited availability within health care systems worldwide, potentially leading to missed diagnoses and limitations in peri-procedural heart rhythm management. As smartphones are becoming ubiquitous the availability of heart rhythm diagnostics and management of atrial fibrillation (AF) using smartphone photoplethysmography (PPG) compared to electrocardiography (ECG) is increasing. Previous validation studies of smartphone-PPG applications have all been performed under supervision in healthcare settings. In addition, no previous study has validated smartphone-PPG compared to simultaneous ECG recordings, with manual heart rhythm interpretation of the PPG recordings nor have they included patients with atrial flutter (AFL). The aim of this study was to validate a novel smartphone-PPG method for heart rhythm diagnostics in patients with AF and/or AFL when in use unsupervised in an ambulatory setting. Unselected patients undergoing direct current cardioversion at a University Hospital for treatment of AF or AFL were asked to perform one-minute heart rhythm recordings post-treatment at least twice daily for 30 days in their home environment. All included were provided with an unmodified iPhone 7 smartphone running the CORAI Heart Monitor PPG application simultaneously with a single-lead ECG recording (KardiaMobile). PPG and ECG recordings were interpreted independently by two readers. In total 280 patients, with median age of 69.0 years (31% women) were included from November 2018 to July 2020 and registered 18 005 simultaneous PPG and ECG recordings. Of the PPG recordings 96.9% had sufficient quality for diagnosis compared to 95.1% of the ECG recordings (p < 0.001). Precardioversion ECG recordings were interpreted as AF in 82.1%, AFL in 14.3% and as having insufficient quality for diagnosis in 3.6% of the patients. After removal of recordings with insufficient quality 69.7% of ECG recordings were interpreted as sinus rhythm, 28.2% as AF and 2.1 % as AFL. Manual interpretation of the PPG recordings diagnosed AF/AFL (sensitivity) in 97.7% and sinus rhythm (specificity) in 99.4% of the recordings compared to manually interpreted ECG recordings, with an overall accuracy of 98.9%. Results excluding recordings interpreted as AFL on ECG or PPG diagnosed AF (sensitivity) in 99.0% and sinus rhythm (specificity) in 99.7% of the recordings, with an overall accuracy of 99.5%. A novel smartphone-PPG method can be used by patients unsupervised in their home environment for accurate heart rhythm diagnostics of AF and AFL with high sensitivity and specificity.
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