| Title: | PHOTOPLETHYSMOGRAPHY SIGNALS PROCESSING USING POLYNOMIAL PROFILE FITTING FOR MEASURING THE BLOOD FLOW VOLUME IN ARTERIOVENOUS FISTULA |
| Authors: | Chao, Paul C. -P. Chiang, Pei-Yu 電子工程學系及電子研究所 Department of Electronics Engineering and Institute of Electronics |
| Issue Date: | 1-Jan-2017 |
| Abstract: | In this work, a new photoplethysmography (PPG) signal processing methodology using polynomial profile fitting for measuring blood flow volume (BFV) in arteriovenous fistula (AVF) is proposed. After calibration, the experiment results using proposed method shows higher correlation (R=0.7883) and lower error (RMSE=109 ml/min) compared to the ones using conventional methods (R=0.3212, RMSE=168 ml/min). |
| URI: | http://hdl.handle.net/11536/146880 |
| Journal: | PROCEEDINGS OF THE ASME 26TH ANNUAL CONFERENCE ON INFORMATION STORAGE AND PROCESSING SYSTEMS, 2017 |
| Appears in Collections: | Conferences Paper |
- Mathematical Derivation, Circuits Design and Clinical Experiments of Measuring Blood Flow Volume (BFV) at Arteriovenous Fistula (AVF) of Hemodialysis (HD) Patients Using a Newly-Developed Photoplethysmography (PPG) Sensor / Paul, Paul C. P.;Chiang, Pei-Yu;Tarng, D. C.;Yang, C. Y.
- A Novel Wireless Photoplethysmography Blood-Flow Volume Sensor for Assessing Arteriovenous Fistula of Hemodialysis Patients / Chiang, Pei-Yu;Chao, Paul C. -P.;Tarng, Der-Cherng;Yang, Chih-Yu
- Machine Learning Classification for Assessing the Degree of Stenosis and Blood Flow Volume at Arteriovenous Fistulas of Hemodialysis Patients Using a New Photoplethysmography Sensor Device / Chiang, Pei-Yu;Chao, Paul C. -P.;Tu, Tse-Yi;Kao, Yung-Hua;Yang, Chih-Yu
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