• DocumentCode
    3503737
  • Title

    SkinScan©: A portable library for melanoma detection on handheld devices

  • Author

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

  • Author_Institution
    Dept. of Comput. Sci., Univ. of Houston, Houston, TX, USA
  • fYear
    2011
  • fDate
    March 30 2011-April 2 2011
  • Firstpage
    133
  • Lastpage
    136
  • Abstract
    We have developed a portable library for automated detection of melanoma termed SkinScan© that can be used on smartphones and other handheld devices. Compared to desktop computers, embedded processors have limited processing speed, memory, and power, but they have the advantage of portability and low cost. In this study we explored the feasibility of running a sophisticated application for automated skin cancer detection on an Apple iPhone 4. Our results demonstrate that the proposed library with the advanced image processing and analysis algorithms has excellent performance on handheld and desktop computers. Therefore, deployment of smartphones as screening devices for skin cancer and other skin diseases can have a significant impact on health care delivery in underserved and remote areas.
  • Keywords
    biomedical telemetry; body area networks; cancer; health care; medical image processing; mobile radio; patient diagnosis; skin; Apple iPhone 4; SkinScan; desktop computers; emote area; handheld devices; health care delivery; image processing algorithms; melanoma detection; portable library; skin cancer detection; skin diseases; smart phones; underserved area; Feature extraction; Image segmentation; Lesions; Libraries; Malignant tumors; Smart phones; Training; Skin cancer detection; handheld device; melanoma screening; smartphone;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Imaging: From Nano to Macro, 2011 IEEE International Symposium on
  • Conference_Location
    Chicago, IL
  • ISSN
    1945-7928
  • Print_ISBN
    978-1-4244-4127-3
  • Electronic_ISBN
    1945-7928
  • Type

    conf

  • DOI
    10.1109/ISBI.2011.5872372
  • Filename
    5872372