A mobile automated skin lesion classification system

Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI

Volumn , Issue , 2011, Pages 138-141

  Ramlakhan, Kiran ^a   Shang, Yi ^a  

^a University of Missouri   (United States)

Author keywords

Android; Classification; Image segmentation; Melanoma; Skin lesion; Smartphone

Indexed keywords

ANDROID; AUTOMATED DIAGNOSIS; CONTOUR DETECTION; EARLY DETECTION; IMAGE-BASED; K-NN CLASSIFIER; MELANOMA; MONOCHROME IMAGES; RECOGNITION SYSTEMS; SHAPE FEATURES; SKIN CANCERS; SKIN LESION; SKIN LESION IMAGES; SMART PHONES; TABLET PCS; TEST IMAGES;

ARTIFICIAL INTELLIGENCE; AUTOMATION; CLASSIFICATION (OF INFORMATION); DISEASES; IMAGE SEGMENTATION; MOBILE DEVICES; ONCOLOGY; PERSONAL COMPUTERS; ROBOTS; SIGNAL ENCODING;

DERMATOLOGY;

EID: 84855793898     PISSN: 10823409     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICTAI.2011.29     Document Type: Conference Paper

References (16)

1. "Melanoma Skin Cancer Key Statistics." http://www.cancer.org/ Cancer/SkinCancer-Melanoma/OverviewGuide/melanoma-skin-cancer-overview-key- statistics, Jul. 7, 2000 [May 16, 2011].
2. "How is Melanoma Found." http://www.cancer.org/Cancer/ SkinCancer-Melanoma/OverviewGuide/melanomamelanoma-skin-cancer-overview- diagnosed, Jul. 7, 2000 [May 16, 2011].
3. T. DiChiara. "Pictures of Moles and Melanoma skin cancer - Learn to tell the difference with pictures." http://skincancer.about.com/od/ symptoms/ss/mole-9.htm, Nov. 9, 2010 [Apr. 23, 2011].
4. H. Ganster, A. Pinz, R. Röhrer, E. Wildling, M. Binder and H. Kittler, "Automated Melanoma Recognition", IEEE Trans on Medical Imaging, vol. 20, no. 3, pp. 233-239, 2001. (Pubitemid 32495667)
5. F. Ercal, A. Chawla, W. V. Stoecker, H. C. Lee, and R. H. Moss, "Neural network diagnosis of malignant melanoma from color images," IEEE Trans. Biomed. Eng., vol. 41, no. 9, pp. 837-845, 1994. (Pubitemid 24293520)
6. "MoleSense - a Dysplastic Nevus Syndrome Device." http://www.opticomdataresearch.com/molesense.htm, [Apr. 12, 2011].
7. "Fotofinder systems - Dynamole." Internet: http://www. fotofinder-systems.com/dermoscope/dermoscope-software/dynamole.html, [Apr. 12, 2011].
8. "Handyscope Dermatoscope." http://www.handyscope.net/features. html, [Apr. 12, 2011].
9. G. Bradski and A. Kaehler, Learning OpenCV, O'Reilly, 2008, pp. 7-8.
10. Nobuyuki Otsu, "A threshold selection method from gray-level histograms," IEEE Trans. Systems., Man. and Cybernetics, vol 9, no 1, pp. 62-66, 1979. (Pubitemid 9413341)
11. S. Suzuki and K. Abe, "Topological structural analysis of digitized binary images by border following", Computer Vision, Graphics, and Image Processing, vol. 30, no 1, April 1985, pp. 32-46. (Pubitemid 15490080)
12. J. Sklansky, "Measuring concavity on a rectangular mosaic," IEEE Trans. Comp., vol. 21, no 12, pp. 1355-1364, 1972.
13. G. Aloupis and B. Kaluzny. "3 Coins Algorithm for convex hulls of polygons." http://cgm.cs.mcgill.ca/~beezer/cs507/3coins.html, [May 3, 2011]
14. E. Weisstein. "Isoperimetric Inequality." http://mathworld. wolfram.com/IsoperimetricInequality.html, [May 14, 2011].
15. "RapidMiner." http://rapid-i.com/content/view/181/190/, [May 21, 2011].
16. E. Rublee, G. Bradski, P. Karasev. "Android for OpenCV2.2." http://code.google.com/p/android-opencv/, [March 14, 2011].