• DocumentCode
    2483129
  • Title

    Implementation of the 7-point checklist for melanoma detection on smart handheld devices

  • Author

    Wadhawan, Tarun ; Situ, Ning ; Rui, Hu ; Lancaster, Keith ; Yuan, Xiaojing ; Zouridakis, George

  • Author_Institution
    Dept. of Comput. Sci., Univ. of Houston, Houston, TX, USA
  • fYear
    2011
  • fDate
    Aug. 30 2011-Sept. 3 2011
  • Firstpage
    3180
  • Lastpage
    3183
  • Abstract
    In this paper we implement the 7-point checklist, a set of dermoscopic criteria widely used by clinicians for melanoma detection, on smart handheld devices, such as the Apple iPhone and iPad. The application developed is using sophisticated image processing and pattern recognition algorithms, yet it is light enough to run on a handheld device with limited memory and computational speed. When combined with a commercially available handheld dermoscope that provides proper lesion illumination, this application provides a truly self-contained handheld system for melanoma detection. Such a device can be used in a clinical setting for routine skin screening, or as an assistive diagnostic device in underserved areas and in developing countries with limited healthcare infrastructure.
  • Keywords
    biomedical optical imaging; diseases; medical image processing; pattern recognition; skin; smart phones; Apple iPad; Apple iPhone; assistive diagnostic device; computational speed limit; dermoscopic criteria; handheld dermoscope; healthcare infrastructure; image processing algorithm; lesion illumination; melanoma detection; memory limit; pattern recognition algorithm; seven point checklist; skin screening; smart handheld device; Feature extraction; Handheld computers; Histograms; Image color analysis; Lesions; Malignant tumors; Skin; Algorithms; Cellular Phone; Humans; Melanoma; Microcomputers;
  • 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.2011.6090866
  • Filename
    6090866