標題: An Intelligent Telecardiology System Using a Wearable and Wireless ECG to Detect Atrial Fibrillation
作者: Lin, Chin-Teng
Chang, Kuan-Cheng
Lin, Chun-Ling
Chiang, Chia-Cheng
Lu, Shao-Wei
Chang, Shih-Sheng
Lin, Bor-Shyh
Liang, Hsin-Yueh
Chen, Ray-Jade
Lee, Yuan-Teh
Ko, Li-Wei
影像與生醫光電研究所
電機工程學系
腦科學研究中心
Institute of Imaging and Biomedical Photonics
Department of Electrical and Computer Engineering
Brain Research Center
關鍵字: Atrial fibrillation (AF);ECG;expert systems;mobile;wireless
公開日期: 1-五月-2010
摘要: This study presents a novel wireless, ambulatory, real-time, and autoalarm intelligent telecardiology system to improve healthcare for cardiovascular disease, which is one of the most prevalent and costly health problems in the world. This system consists of a lightweight and power-saving wireless ECG device equipped with a built-in automatic warning expert system. This device is connected to a mobile and ubiquitous real-time display platform. The acquired ECG signals are instantaneously transmitted to mobile devices, such as netbooks or mobile phones through Bluetooth, and then, processed by the expert system. An alert signal is sent to the remote database server, which can be accessed by an Internet browser, once an abnormal ECG is detected. The current version of the expert system can identify five types of abnormal cardiac rhythms in real-time, including sinus tachycardia, sinus bradycardia, wide QRS complex, atrial fibrillation (AF), and cardiac asystole, which is very important for both the subjects who are being monitored and the healthcare personnel tracking cardiac-rhythm disorders. The proposed system also activates an emergency medical alarm system when problems occur. Clinical testing reveals that the proposed system is approximately 94% accurate, with high sensitivity, specificity, and positive prediction rates for ten normal subjects and 20 AF patients. We believe that in the future a business-card-like ECG device, accompanied with a mobile phone, can make universal cardiac protection service possible.
URI: http://dx.doi.org/10.1109/TITB.2010.2047401
http://hdl.handle.net/11536/5476
ISSN: 1089-7771
DOI: 10.1109/TITB.2010.2047401
期刊: IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE
Volume: 14
Issue: 3
起始頁: 726
結束頁: 733
顯示於類別:期刊論文


文件中的檔案:

  1. 000278538300023.pdf