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.

Criteria	Details Provided (% of models)	Details not Provided (% of models)
Image calibration	51	49
Preprocessing	45	55
Segmentation	78	22
Feature extraction	71	29
Feature selection	54	46
Test/train ratio	42	58
Taking care of balance in lesion classes for training	32	68
Comparative results	55	45
Cross-validation	29	71