Title :
Development of the model for the optical monitoring of urea in spent dialysate
Author :
Tomson, R. ; Fridolin, I. ; Uhlin, F. ; Holmar, J. ; Lauri, K. ; Luman, M.
Author_Institution :
Dept. of Biomed. Eng., Tallinn Univ. of Technol., Tallinn, Estonia
Abstract :
The aim of the study was to develop a mathematical model suitable for the estimation of urea concentration removed during dialysis through UV-absorbance. 29 haemodialysis patients on chronic three-times-a-week haemodialysis were studied in 6 separate studies. Double-beam spectrophotometer was used for the determination of UV-absorbance in the collected spent dialysate samples. A single wavelength (SW) and a multi-wavelength (MW) model were developed using stepwise regression utilizing urea values from the laboratory as the dependent parameter. For SW model R2 was 0.656 (calibration set) and 0.729 (validation set), for MW model R2 was 0.696 and 0.764, respectively. In summary, the urea concentration removed during dialysis can be estimated with UV-absorbance technique.
Keywords :
biomedical engineering; blood; calibration; patient monitoring; spectrophotometry; ultraviolet spectra; calibration set; double-beam spectrophotometry; haemodialysis patients; mathematical model; multiwavelength model; optical monitoring; single wavelength model; spent dialysate; ultraviolet absorbance; urea concentration estimation; Biomedical optical imaging; Blood; Calibration; Laboratories; Optical variables measurement; Predictive models; Wavelength measurement;
Conference_Titel :
Electronics Conference (BEC), 2012 13th Biennial Baltic
Conference_Location :
Tallinn
Print_ISBN :
978-1-4673-2775-6
DOI :
10.1109/BEC.2012.6376846