Developing a Recognition System for Diagnosing Melanoma Skin Lesions Using Artificial Intelligence Algorithms

Table 7

Comparsion results using accuracy metric.

References	Methods	Accuracy	Observation	Datasets	Size of datasets
[43]	Deep learning, SVM	93.1%	Classification	ISIC	2146
[44]	CNNs	85.5%	Classification	ISIC 2017	1300
[45]	CNN-feature-based	81%	Classification	PH2	50
[46]	CNNs	91.2%	Classification	ISIC 2017	2000
Proposed model (ANNs)		97.50; 98.35	Classification	PH2; ISIC 2018	120; 840
Proposed model (CNNs)		91.67; 94.05	Classification	PH2; ISIC 2018	120; 840