Bilateral photoplethysmography analysis for arteriovenous fistula dysfunction screening with fractional-order feature and cooperative game-based embedded detector

Jian Xing Wu, Chia Hung Lin, Ming Jui Wu, Chien Ming Li, Bee Yen Lim, Yi Chun Du

研究成果: Article同行評審

15 引文 斯高帕斯(Scopus)

摘要

The bilateral photoplethysmography (PPG) analysis for arteriovenous fistula (AVF) dysfunction screening with a fractional-order feature and a cooperative game (CG)-based embedded detector is proposed. The proposed detector uses a feature extraction method and a CG to evaluate the risk level for AVF dysfunction for patients undergoing haemodialysis treatment. A Sprott system is used to design a self-synchronisation error formulation to quantify the differences in the changes of blood volume for the sinister and dexter thumbs' PPG signals. Bilateral PPGs exhibit a significant difference in rise time and amplitude, which is proportional to the degree of stenosis. A less parameterised CG model is then used to evaluate the risk level. The proposed detector is also studied using an embedded system and bilateral optical measurements. The experimental results show that the risk of AVF stenosis during haemodialysis treatment is detected earlier.

原文English
頁(從 - 到)64-69
頁數6
期刊Healthcare Technology Letters
2
發行號3
DOIs
出版狀態Published - 2015 6月 1

All Science Journal Classification (ASJC) codes

  • 健康資訊學
  • 健康資訊管理

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