An overview of melanoma detection in dermoscopy images using image processing and machine learning

NK Mishra, ME Celebi - arXiv preprint arXiv:1601.07843, 2016 - arxiv.org
… to allow distinction of malignant melanoma from the many … allow not only earlier detection
of melanoma, but also reduction … computerized detection of melanoma in dermoscopy images. …

A systematic review of automated melanoma detection in dermatoscopic images and its ground truth data

ARA Ali, TM Deserno - Medical Imaging 2012: Image …, 2012 - spiedigitallibrary.org
… This work systematically analyzes the evidence of the effectiveness of automated melanoma
detection in images from a dermatoscopic device. Automated CAD applications were …

A comprehensive analysis of dermoscopy images for melanoma detection via deep CNN features

HK Gajera, DR Nayak, MA Zaveri - Biomedical Signal Processing and …, 2023 - Elsevier
… attention in detecting skin cancers from dermoscopy images. … from dermoscopy images
using a pre-trained deep CNN model and then employs a set of classifiers to detect melanoma. …

Melanoma diagnosis using deep learning techniques on dermatoscopic images

MF Jojoa Acosta, LY Caballero Tovar… - … Medical Imaging, 2021 - Springer
… the AUC for melanoma detection, but computes an … for melanoma detection with the AUC
for keratosis detection. In this research work, we only consider the AUC for melanoma detection

Diagnosing of dermoscopic images using machine learning approaches for melanoma detection

A Salam, F Ullah, M Imad… - 2020 IEEE 23rd …, 2020 - ieeexplore.ieee.org
… Researchers usually use dermoscopy images to detect various forms of skin diseases,
images used in this research were retrieved from the internet. The dataset is in jpeg format, with …

Dermoscopy for melanoma detection in family practice

A Herschorn - Canadian Family Physician, 2012 - cfp.ca
… Main message Among family physicians, dermoscopy has higher sensitivity for melanoma
detection than naked-eye examination with generally no decrease in specificity. Dermoscopy

Acral melanoma detection using a convolutional neural network for dermoscopy images

C Yu, S Yang, W Kim, J Jung, KY Chung, SW Lee… - PloS one, 2018 - journals.plos.org
… Recently, it was applied to detect skin cancers in images, including from dermoscopy, and
… to detect a rare disease in Asians, acral melanoma (AM), from the dermoscopy images of …

Dermoscopy, with and without visual inspection, for diagnosing melanoma in adults

J Dinnes, JJ Deeks, N Chuchu… - Cochrane Database …, 2018 - cochranelibrary.com
… of dermoscopy for the detection of invasive melanoma or … (dermoscopy added to visual
inspection), and 60 for image‐… based on interpretation of dermoscopic images). Analyses of …

A method for melanoma skin cancer detection using dermoscopy images

S Mane, S Shinde - 2018 Fourth international conference on …, 2018 - ieeexplore.ieee.org
… to assist dermatologists in melanoma detection from dermoscopic images of pigmented skin
lesions. In this paper hair removal is done in image pre-processing. Image segmentation is …

Toward a combined tool to assist dermatologists in melanoma detection from dermoscopic images of pigmented skin lesions

G Capdehourat, A Corez, A Bazzano, R Alonso… - Pattern Recognition …, 2011 - Elsevier
… database of dermoscopic images, and we … detection of the dermoscopic structures described
in Section 4. Conclusions and future work focused on combining detection of dermoscopic