• DocumentCode
    2033962
  • Title

    An automated algorithm for the quantification of hCG level in novel fabric-based home pregnancy test kits

  • Author

    Manasa, K. ; Manasa Priya, K.V.S.N.L. ; Reddy, S. Surender ; Channappayya, Sumohana S. ; Vanjari, Sivaramakrishna ; Dendukuri, Dhananjaya ; Sridharan, Sridha ; Choudhary, Tripti ; Bhandari, Pradeep

  • Author_Institution
    Dept. of Electr. Eng., IIT Hyderabad, Yeddumailaram, India
  • fYear
    2013
  • fDate
    3-6 Nov. 2013
  • Firstpage
    245
  • Lastpage
    247
  • Abstract
    We report a new image processing algorithm that extracts quantitative information about the concentration of human chorionic gonadotropin (hCG), an important early pregnancy marker, from commercially available qualitative home pregnancy kits. The algorithm could potentially be ported onto a simple camera based cell phone making it a low-cost, portable point-of-care device as opposed to costly and time consuming clinical labs for accurate quantitative determination of hCG. The algorithm takes the image of the test result as input, classifies and determines the hCG concentration based on the RGB intensities of the test line. The efficacy of the algorithm is demonstrated using control samples on commercially available strips as well as novel fabric based strips designed for this application.
  • Keywords
    image colour analysis; medical image processing; obstetrics; RGB intensities; early pregnancy marker; fabric based strips; fabric-based home pregnancy test kits; hCG level quantification; human chorionic gonadotropin; image processing algorithm; low-cost portable point-of-care device; quantitative information extraction; red-green-blue; Algorithm design and analysis; Fabrics; Image color analysis; Image segmentation; Prediction algorithms; Pregnancy; Strips;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signals, Systems and Computers, 2013 Asilomar Conference on
  • Conference_Location
    Pacific Grove, CA
  • Print_ISBN
    978-1-4799-2388-5
  • Type

    conf

  • DOI
    10.1109/ACSSC.2013.6810269
  • Filename
    6810269