Skin Lesion Segmentation from Dermoscopic Images Using Convolutional Neural Network

Skin Lesion Segmentation from Dermoscopic Images Using Convolutional Neural Network

Clinical treatment of skin lesion is primarily dependent on timely detection and delimitation of lesion boundaries for accurate cancerous region localization. Prevalence of skin cancer is on the higher side, especially that of melanoma, which is aggressive in nature due to its high metastasis rate....

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Bibliographic Details
Main Authors: Kashan Zafar, Syed Omer Gilani, Asim Waris, Ali Ahmed, Mohsin Jamil, Muhammad Nasir Khan, Amer Sohail Kashif
Format: Article
Language:English
Published: MDPI AG 2020-03-01
Series:Sensors
Subjects:
melanoma
dermoscopic images
convolutional neural networks
u-net
resnet
image inpainting
jaccard index
roc curve
Online Access:https://www.mdpi.com/1424-8220/20/6/1601

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