International Journal of Biomedical Imaging / 2013 / Article / Tab 6

Review Article

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

Table 6

Assessment of diagnostic models based on quality assessment criteria.

CriteriaDetails Provided (% of models)Details not Provided (% of models)

Image calibration5149
Preprocessing4555
Segmentation7822
Feature extraction7129
Feature selection5446
Test/train ratio4258
Taking care of balance in lesion classes for training3268
Comparative results5545
Cross-validation2971

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