Detection of atrial fibrillation using an earlobe photoplethysmographic sensor

被引:39
作者
Conroy, Thomas [1 ]
Guzman, Jairo Hernandez [2 ]
Hall, Burr [1 ]
Tsouri, Gill [2 ]
Couderc, Jean-Philippe [1 ]
机构
[1] Univ Rochester, Med Ctr, Dept Cardiol, Heart Res Follow Up Program, Rochester, NY 14642 USA
[2] Rochester Inst Technol, Elect & Microelect Engn Dept, Rochester, NY 14623 USA
关键词
cardiology; atrial fibrillation; signal processing; photoplethysmography; arrhythmia; RISK; RHYTHM;
D O I
10.1088/1361-6579/aa8830
中图分类号
Q6 [生物物理学];
学科分类号
071011 ;
摘要
Atrial fibrillation (AF) is the most common cardiac arrhythmia in the world, associated with increased risk of thromboembolic events and an increased mortality rate. In addition, a significant portion of AF patients are asymptomatic. Current AF diagnostic methods, often including a body surface electrocardiogram or implantable loop recorder, are both expensive and invasive and offer limited access within the general community. Objective: We tested the feasibility of the detection of AF using a photoplethysmographic signal acquired from an inexpensive, non-invasive earlobe photoplethysmographic sensor. This technology can be implemented into wearable devices and would enable continuous cardiac monitoring capabilities, greatly improving the rate of asymptomatic AF detection. Approach: We conducted a clinical study of patients going through electrical cardioversion for AF treatment. Photoplethysmographic recordings were taken from these AF patients before and after their cardioversion procedure, along with recordings from a healthy control group. Using these recordings, cardiac beats were identified and the inter-systolic interval was calculated. The inter-systolic interval was used to calculate four parameters to quantify the heart rate variability indicative of AF. Receiver operating characteristic curves were used to calculate discriminant thresholds between the AF and non-AF cohorts. Main results: The parameter with the greatest discriminant capability resulted in a sensitivity and specificity of 90.9%. These results are comparable to expensive ECG-based and invasive implantable loop recorder AF detection methods. Significance: These results demonstrate that using a non-invasive earlobe photoplethysmographic signal is a viable and inexpensive alternative to ECG-based AF detection methods,
引用
收藏
页码:1906 / 1918
页数:13
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