An optimal diagnosis system for melanoma dermoscopy images based on enhanced design of horse herd optimizer
Sign Up to like & getrecommendations! Published in 2023 at "International Journal of Imaging Systems and Technology"
DOI: 10.1002/ima.22852
Abstract: Skin cells grow in an orderly and controlled manner, in which old cells are pushed to the skin surface by healthy new cells, wherein they finally perish. However, when several cells damage DNA, new ones… read more here.
Keywords: design horse; melanoma; diagnosis; dermoscopy images ... See more keywords
Segmentation of skin lesions in dermoscopy images using fuzzy classification of pixels and histogram thresholding
Sign Up to like & getrecommendations! Published in 2019 at "Computer methods and programs in biomedicine"
DOI: 10.1016/j.cmpb.2018.11.001
Abstract: BACKGROUND AND OBJECTIVE To ensure proper functioning of a Computer Aided Diagnosis (CAD) system for melanoma detection in dermoscopy images, it is important to accurately detect the border of the lesion. This paper proposes a… read more here.
Keywords: skin lesions; segmentation; lesions dermoscopy; segmentation skin ... See more keywords
Melanoma Recognition in Dermoscopy Images via Aggregated Deep Convolutional Features
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Biomedical Engineering"
DOI: 10.1109/tbme.2018.2866166
Abstract: In this paper, we present a novel framework for dermoscopy image recognition via both a deep learning method and a local descriptor encoding strategy. Specifically, deep representations of a rescaled dermoscopy image are first extracted… read more here.
Keywords: dermoscopy images; dermoscopy; recognition dermoscopy; image ... See more keywords
High dynamic range conversion of dermoscopy images in general dermatology conditions—A pilot study
Sign Up to like & getrecommendations! Published in 2019 at "Skin Research and Technology"
DOI: 10.1111/srt.12748
Abstract: Converting normal dermoscopy images to high dynamic range (HDR) images has been described to improve the quality of imaging in the context of pigmented skin tumors and vitiligo. We aimed to evaluate the effectiveness of… read more here.
Keywords: dermatology; high dynamic; dynamic range; dermoscopy ... See more keywords
Hair removal in dermoscopy images using variational autoencoders
Sign Up to like & getrecommendations! Published in 2022 at "Skin Research and Technology"
DOI: 10.1111/srt.13145
Abstract: In recent years, melanoma is rising at a faster rate compared to other cancers. Although it is the most serious type of skin cancer, the diagnosis at early stages makes it curable. Dermoscopy is a… read more here.
Keywords: dermoscopy; images using; hair removal; dermoscopy images ... See more keywords
Two-Stage Deep Neural Network via Ensemble Learning for Melanoma Classification
Sign Up to like & getrecommendations! Published in 2021 at "Frontiers in Bioengineering and Biotechnology"
DOI: 10.3389/fbioe.2021.758495
Abstract: Melanoma is a skin disease with a high fatality rate. Early diagnosis of melanoma can effectively increase the survival rate of patients. There are three types of dermoscopy images, malignant melanoma, benign nevis, and seborrheic… read more here.
Keywords: melanoma classification; two stage; classification; dermoscopy images ... See more keywords
Cascaded Hough Transform-Based Hair Mask Generation and Harmonic Inpainting for Automated Hair Removal from Dermoscopy Images
Sign Up to like & getrecommendations! Published in 2022 at "Diagnostics"
DOI: 10.3390/diagnostics12123040
Abstract: Restoring information obstructed by hair is one of the main issues for the accurate analysis and segmentation of skin images. For retrieving pixels obstructed by hair, the proposed system converts dermoscopy images into the L*a*b*… read more here.
Keywords: hair mask; dermoscopy; dermoscopy images; hough transform ... See more keywords
Diagnosing Melanomas in Dermoscopy Images Using Deep Learning
Sign Up to like & getrecommendations! Published in 2023 at "Diagnostics"
DOI: 10.3390/diagnostics13101815
Abstract: When it comes to skin tumors and cancers, melanoma ranks among the most prevalent and deadly. With the advancement of deep learning and computer vision, it is now possible to quickly and accurately determine whether… read more here.
Keywords: melanomas dermoscopy; diagnosing melanomas; images using; dermoscopy images ... See more keywords