1. Development of a Novel Algorithm to Detect Atrial Fibrillation Using an Automated Blood Pressure Monitor With an Irregular Heartbeat Detector
- Author
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Kaori Ishikawa, Yuichi Miyake, Keiji Matsunaga, Yusuke Hasui, Ryosuke Tani, Shota Yokoyama, Tomoko Inoue, Takahiro Izumi, Naoki Nishimoto, Atsushi Tobiume, Takahisa Noma, Teppei Tsuji, Tetsuo Minamino, Ryo Kawakami, Kumi Konishi, Hiroyuki Kitajima, Eriko Nasu, Kazushi Murakami, Shohei Ishikawa, Makoto Ishizawa, and Hideyuki Hamaya
- Subjects
Male ,Heartbeat ,Blood Pressure ,030204 cardiovascular system & hematology ,Unmet needs ,Electrocardiography ,03 medical and health sciences ,0302 clinical medicine ,Heart Rate ,Predictive Value of Tests ,Atrial Fibrillation ,medicine ,Humans ,030212 general & internal medicine ,Stroke ,Aged ,Aged, 80 and over ,Blood pressure monitors ,business.industry ,Detector ,Reproducibility of Results ,Blood Pressure Determination ,Signal Processing, Computer-Assisted ,Atrial fibrillation ,General Medicine ,medicine.disease ,Increased risk ,Blood pressure ,Female ,Cardiology and Cardiovascular Medicine ,business ,Algorithm ,Algorithms - Abstract
Background Atrial fibrillation (AF), which contributes to an increased risk of stroke, frequently remains undetected, suggesting an unmet need for easier and more reliable AF screening. The reports on screening AF using an Omron blood pressure (BP) monitor with an irregular heartbeat (IHB) detector show inconsistent results, so the aim of this study was to develop a novel algorithm to accurately diagnose AF with 3 BP measurements using an Omron automated BP monitor with IHB detector.Methods and Results:In total, 303 general cardiac patients were included. Real-time single-lead ECG revealed AF in 44 patients. BP measurement was performed 3 times per patient using the Omron BP monitor HEM-907, and the number of IHBs detected was recorded. Based on these data, we developed the following algorithm: ≥1 IHB is detected during at least 2 of 3 BP measurements and the maximum number of IHBs detected is ≥2. Using this algorithm, we achieved a sensitivity of 95.5% and specificity of 96.5%, for diagnosing AF. Conclusions The novel algorithm with 3 BP measurements using the Omron automated BP monitor with IHB detector showed high sensitivity and specificity for diagnosing AF in general cardiac patients.
- Published
- 2019