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
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