Automatic detection of irregular borders in melanoma and other skin tumors.

An irregularity index previously developed is applied to detect irregular borders automatically in skin tumor images, particularly malignant melanoma. The irregularity index is used to classify various tumor borders as irregular or regular. This procedure processes tumor images with borders automatically determined by a radial search algorithm previously described. Potential use of this algorithm in an in vivo skin cancer detection system and errors expected in the use of the algorithm are discussed.

[1]  A. Kopf,et al.  The rising incidence and mortality rate of malignant melanoma. , 1982, The Journal of dermatologic surgery and oncology.

[2]  W.V. Stoecker,et al.  Boundary detection in skin tumor images: An overall approach and a radial search algorithm , 1990, Pattern Recognit..

[3]  Martin D. Levine,et al.  Vision in Man and Machine , 1985 .

[4]  J R Brookeman,et al.  Breast lesion discrimination using statistical analysis and shape measures on magnetic resonance imagery. , 1991, Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society.

[5]  Azriel Rosenfeld,et al.  Extraction of Topological Information from Digital Images , 1977 .

[6]  G. Grant,et al.  An efficient algorithm for boundary tracing and feature extraction , 1981 .

[7]  Stephen B. Gray,et al.  Local Properties of Binary Images in Two Dimensions , 1971, IEEE Transactions on Computers.

[8]  D Marr,et al.  Theory of edge detection , 1979, Proceedings of the Royal Society of London. Series B. Biological Sciences.

[9]  R. Lew,et al.  Screening for melanoma/skin cancer: theoretic and practical considerations. , 1989, Journal of the American Academy of Dermatology.

[10]  A. Kopf,et al.  Early detection of malignant melanoma: The role of physician examination and self‐examination of the skin , 1985, CA: a cancer journal for clinicians.

[11]  Starline Godfrey Judkins Medical computer imaging: an attempt to detect the boundary of a skin tumor , 1984 .