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 |