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
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