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Visual Computing for Industry, Biomedicine, and Art

Table 3 Comparison of deep learning models

From: Acral melanoma detection using dermoscopic images and convolutional neural networks

Class

Proposed ConvNet

ResNet-18

AlexNet

AM

0.9003

0.9691

0.9619

BN

0.9203

0.9772

0.9555

Accuracy (mean ± std )

0.9103 ± 0.01

0.9747 ± 0.004

0.9587 ± 0.003

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