Automatically early detection of skin cancer: Study based on nueral netwok classification

SoCPaR 2009 - Soft Computing and Pattern Recognition

Volumn , Issue , 2009, Pages 375-380

  Lau, Ho Tak ^a   Al Jumaily, Adel ^a  

^a UNIVERSITY OF TECHNOLOGY SYDNEY   (Australia)

Author keywords

Classification; Computer based detaction; Neural network; Skin cancer

Indexed keywords

AFFECTED AREA; AUTOASSOCIATIVE NEURAL NETWORKS; BACK PROPAGATION NEURAL NETWORKS; CANCER CELLS; CLASSIFICATION; CLASSIFICATION SYSTEM; DERMOSCOPY; DIGITAL PHOTOS; EARLY DETECTION; IMAGE DATABASE; IMAGE PROPERTIES; NORMAL SKIN; RECOGNITION ACCURACY; SKIN CANCERS; TRAINING AND TESTING;

COMPUTER GRAPHICS; DERMATOLOGY; IMAGE PROCESSING; PATTERN RECOGNITION; SOFT COMPUTING;

NEURAL NETWORKS;

EID: 77649291568     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SoCPaR.2009.80     Document Type: Conference Paper

References (7)

1. A. Chiem, A. Al-Jumaily, R. N. Khushaba 2007, A Novel Hybrid System for Skin Lesion Detection, Intelligent Sensors, Sensor Networks and Information, 2007. ISSNIP 2007. 3rd International Conference, pp. 567-572
2. P. Rubergni, G. Cevenini, M. Burroni, R. Perotti, G. Dell Eva, P. Sbano, C. Miracco, P. Luzi, P. Tosi, P. Barbini, L. Andreassi 2002, Automated diagnosis of pigmented skin lesions, International Journal of Cancer, Volume 101, Issue 6, pp. 576-580
3. U. Wollina, M. Burroni, R. Torricelli, S. Gilardi, G. Dell'Eva, C. Helm, W. Bardey 2007, Digital dermoscopy in clinical practice: a three-centre analysis, Skin Research and Technology Journal, Volume 13, pp. 133-142
4. M. E. Celebi, H. A. Kingravi, B. Uddin, H. Iyatomi, Y. A. Aslandogan, W. V. Stoecker, R. H. Moss 2007, J. M. Malters, J. M. Grichnik, A. A. Marghoob, H. S. Rabinovitz, S. W. Menzies 2008, Border detection in dermoscopy images using statistical region merging, Skin Research and Technology 14, pp. 347-353
5. M. Abdullah-Al-Wadud, Md. H. Kabir, M. A. A. Dewan, O. Chae 2007, A Dynamic Histogram Equalization for Image Contrast Enhancement, IEEE Transactions on Consumer Electronics, Vol. 53 Issue 2, pp. 593-600
6. T. Lee, V. Ng, D. McLean, A. Coldman, R. Gallagher, J. Sale 1995, A Multi-Stage Segmentation Method for Images of Skin Lesions, IEEE Pacific Rim Conference on Communication, Computer and Signal Processing, pp. 602-605.
7. H. Demuth, M. Beale, M. Hagan 2008, Neural Network Toolbox User's Guide, The Mathworks, Version 6.