TY - JOUR
T1 - A Novel Wireless Photoplethysmography Blood-Flow Volume Sensor for Assessing Arteriovenous Fistula of Hemodialysis Patients
AU - Chiang, Pei Yu
AU - Chao, Paul C.-P.
AU - Tarng, Der-Cherng
AU - Yang, Chih-Yu
N1 - Publisher Copyright:
© 1982-2012 IEEE.
PY - 2017/12
Y1 - 2017/12
N2 - 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 (R2 = 0.7176), as opposed to the ultrasound Doppler monitor, with the root-mean-squared errors successfully controlled under 289 ml/min.
AB - 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 (R2 = 0.7176), as opposed to the ultrasound Doppler monitor, with the root-mean-squared errors successfully controlled under 289 ml/min.
KW - Arteriovenous fistula (AVF)
KW - blood-flow volume (BFV)
KW - photoplethysmography (PPG) sensor
UR - http://www.scopus.com/inward/record.url?scp=85032984157&partnerID=8YFLogxK
U2 - 10.1109/TIE.2017.2701780
DO - 10.1109/TIE.2017.2701780
M3 - Article
AN - SCOPUS:85032984157
SN - 0278-0046
VL - 64
SP - 9626
EP - 9635
JO - IEEE Transactions on Industrial Electronics
JF - IEEE Transactions on Industrial Electronics
IS - 12
M1 - 7921558
ER -