• 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