Combination of features from skin pattern and ABCD analysis for lesion classification

Skin Research and Technology

Volumn 13, Issue 1, 2007, Pages 25-33

  She, Zhishun ^a,b   Liu, Y ^a   Damatoa, A ^a  

^a GLYNDWR UNIVERSITY   (United Kingdom)

^b SOUTHWEST UNIVERSITY   (China)

Author keywords

ABCD analysis; Feature combination; Lesion classification; Melanoma; Skin pattern

Indexed keywords

LIGHT; PATHOLOGY; PRINCIPAL COMPONENT ANALYSIS; TUMORS;

ASYMMETRY; BORDER IRREGULARITY; COLOUR VARIEGATION; DIAMETER OF LESION; FEATURE COMBINATION; LESION CLASSIFICATION; MELANOMA; SKIN PATTERN;

SKIN;

ARTICLE; BENIGN TUMOR; CLINICAL FEATURE; DIFFERENTIAL DIAGNOSIS; DISEASE CLASSIFICATION; HUMAN; MALIGNANT NEOPLASTIC DISEASE; MELANOMA; NEVUS; PRINCIPAL COMPONENT ANALYSIS; RECEIVER OPERATING CHARACTERISTIC; SKIN COLOR; SKIN DEFECT;

ARTIFICIAL INTELLIGENCE; COLORIMETRY; DERMOSCOPY; HUMANS; IMAGE INTERPRETATION, COMPUTER-ASSISTED; MELANOMA; PATTERN RECOGNITION, AUTOMATED; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; SKIN NEOPLASMS;

EID: 33846467752     PISSN: 0909752X     EISSN: 16000846     Source Type: Journal    
DOI: 10.1111/j.1600-0846.2007.00181.x     Document Type: Article

References (11)

1. Mackie RM. An illustrated guide to the recognition of early malignant melanoma. Glasgow: Blackwood Pillans & Wilson Ltd., Edinburgh and Department of Dermatology, University of Glasgow, 1986.
2. Hall PN. Clinical diagnosis of melanoma. In: Diagnosis and management of melanoma in clinical practice. New York: Springer-Verlag, 1992: 35-52.
3. Round AJ, Duller AWG, Fish PJ. Lesion classification using skin patterning. Skin Res Technol 2000; 6: 183-192.
4. She Z, Fish PJ. Analysis of skin line pattern for lesion classification. Skin Res Technol 2003; 9: 73-80.
5. Liu Y, She Z. Skin pattern analysis for lesion classification using skin line intensity. Proceedings of Medical Image Understanding and Analysis, July 2005: 207-210.
6. She Z, Fish PJ. Boundary detection of skin lesion using a fast snake algorithm. Proceedings of 16th Biennial International EURASIP Conference, June 2002: 295-297.
7. Mardia KV. Statistics of directional data. London: Academic Press, 1972.
8. Foley DH. Consideration of sample and feature size. IEEE Transactions on Information Theory 1972; 18: 618-626.
9. Theodoridis S, Koutroumbas K. Pattern recognition. Boston: Academic Press, 2003.
10. Golub GH, Loan CFV. Matrix computations. Baltimore, MD: Johns Hopkins University Press, 1989.
11. Jain AK. Fundamentals of digital image processing. Engewood Cliffs, NJ: Prentice-Hall Inc., 1989.