International Journal of Biomedical Imaging / 2013 / Article / Tab 4

Review Article

Computer Aided Diagnostic Support System for Skin Cancer: A Review of Techniques and Algorithms

Table 4

Classification methods used in the literature for skin cancer diagnosis.

Classification methodRelated references

-nearest neighbour[124, 126, 163, 166, 200]

Decision trees[87, 110, 146, 166] ADWAT [93, 244], Logistic Model tree (LMT) [111, 112, 225], CART [46, 245]

Statistical (discriminant analysis/logistic regression/multifactorial analysis)[80, 96, 120, 134, 141, 231, 246] DA [117, 121, 247, 248] mathematical classifier [249], logistic regression [38, 166, 236, 237, 239, 250] linear classifier [163]

Rule-based classification[125, 223, 223, 251, 251254]

Artificial neural network[41, 9092, 94, 126, 135, 140, 141, 157, 166, 177, 196, 209, 230, 246, 248, 254258]

Support vector machine (SVM)[40, 46, 61, 77, 91, 94, 118, 166, 196, 200, 230, 259, 260]

Extreme learning machine[177]

Others (Gaussian maximum likelihood, Bayesian classifier)[46, 126, 200]

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