標題: A Novel Wireless Photoplethysmography Blood-Flow Volume Sensor for Assessing Arteriovenous Fistula of Hemodialysis Patients
作者: Chiang, Pei-Yu
Chao, Paul C. -P.
Tarng, Der-Cherng
Yang, Chih-Yu
電控工程研究所
Institute of Electrical and Control Engineering
關鍵字: Arteriovenous fistula (AVF);blood-flow volume (BFV);photoplethysmography (PPG) sensor
公開日期: 1-十二月-2017
摘要: A novel blood-flow volume (BFV) sensor is presented for assessing quality of arteriovenous fistula in hemodialysis patients via noninvasive reflectance-type photoplethysmography (PPG). BFV is nowadays in clinic practices evaluated using an ultrasound Doppler monitor, which is expensive, bulky, and can only be operated by well-trained medical personnels. This study is devoted to develop a low-cost, small-sized, portable, and easy-to-use PPG sensor that is capable of continuous measurement of BFV. New designs of front-end analog circuits, signal processing, and an intelligent neural network calibration method are employed to finally achieve high correlation (R-2 = 0.7176), as opposed to the ultrasound Doppler monitor, with the root-mean-squared errors successfully controlled under 289 ml/min.
URI: http://dx.doi.org/10.1109/TIE.2017.2701780
http://hdl.handle.net/11536/144003
ISSN: 0278-0046
DOI: 10.1109/TIE.2017.2701780
期刊: IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
Volume: 64
起始頁: 9626
結束頁: 9635
顯示於類別:期刊論文