DocumentCode
2461555
Title
Improved quantification of CSF bilirubin in the presence of hemoglobin using least squares curve-fitting
Author
Butler, Joshua ; Booher, Blaine ; Bowman, Peggy S. ; Clark, Joseph F. ; Beyette, Fred R., Jr.
Author_Institution
Electrical and Computer Engineering Department at the University of Cincinnati, Cincinnati, OH 45221
fYear
2011
fDate
Aug. 30 2011-Sept. 3 2011
Firstpage
1
Lastpage
4
Abstract
Subarachnoid hemorrhage (SAH) is a dangerous neurological event with a very short time window for early diagnosis. Clinical diagnoses performed in a lab seek to quantify bilirubin in cerebrospinal fluid (CSF) as a biomarker for SAHs; however laboratory assays suffer from lengthy protocols, interference from hemoglobin, and the availability of expertise. Substantial improvements in the determination of bilirubin concentration in the presence of he moglobin in CSF are demonstrated in this work. Concentration estimates within 15% for bilirubin in the range of 0.2 to 1.6 mg /dl were determined for CSF samples containing fresh hemoglobin concentrations ranging from 0.05 to 0.25 g/dl. To demonstrate extensibility of the system with respect to more complete mock SAH samples, sample sets with one additional species of both hemoglobin and bilirubin, methemoglobin and alpha-bilirubin, respectively, were tested and yielded results within 25% of actual values, as measured by standard chemical assays of preparations prior to mixing.
Keywords
Algorithm design and analysis; Calibration; Curve fitting; Equations; Fluids; Hemorrhaging; Mathematical model; Algorithms; Artifacts; Bilirubin; Complex Mixtures; Data Interpretation, Statistical; Hemoglobins; Humans; Least-Squares Analysis; Reproducibility of Results; Sensitivity and Specificity; Spectrophotometry, Ultraviolet;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location
Boston, MA
ISSN
1557-170X
Print_ISBN
978-1-4244-4121-1
Electronic_ISBN
1557-170X
Type
conf
DOI
10.1109/IEMBS.2011.6089882
Filename
6089882
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