Deep learning techniques for skin lesion analysis and melanoma cancer detection: a survey of state-of-the-art
Abstract Analysis of skin lesion images via visual inspection and manual examination to
diagnose skin cancer has always been cumbersome. This manual examination of skin …
diagnose skin cancer has always been cumbersome. This manual examination of skin …
Deep learning approaches towards skin lesion segmentation and classification from dermoscopic images-a review
Background: Automated intelligent systems for unbiased diagnosis are primary requirement
for the pigment lesion analysis. It has gained the attention of researchers in the last few …
for the pigment lesion analysis. It has gained the attention of researchers in the last few …
Skin cancer detection using ensemble of machine learning and deep learning techniques
Skin cancer is one of the most common forms of cancer, which makes it pertinent to be able
to diagnose it accurately. In particular, melanoma is a form of skin cancer that is fatal and …
to diagnose it accurately. In particular, melanoma is a form of skin cancer that is fatal and …
Novel approaches for diagnosing melanoma skin lesions through supervised and deep learning algorithms
J Premaladha, KS Ravichandran - Journal of medical systems, 2016 - Springer
Dermoscopy is a technique used to capture the images of skin, and these images are useful
to analyze the different types of skin diseases. Malignant melanoma is a kind of skin cancer …
to analyze the different types of skin diseases. Malignant melanoma is a kind of skin cancer …
[PDF][PDF] Computer-aided model for skin diagnosis using deep learning
Melanoma is the deadliest kind of skin cancer. However, it's hard to identify melanoma
during its early to mid stages by visual examination. So, there is a call for an automated …
during its early to mid stages by visual examination. So, there is a call for an automated …
Skin cancer detection: a review using deep learning techniques
Skin cancer is one of the most dangerous forms of cancer. Skin cancer is caused by un-
repaired deoxyribonucleic acid (DNA) in skin cells, which generate genetic defects or …
repaired deoxyribonucleic acid (DNA) in skin cells, which generate genetic defects or …
Skin lesion analysis and cancer detection based on machine/deep learning techniques: A comprehensive survey
The skin is the human body's largest organ and its cancer is considered among the most
dangerous kinds of cancer. Various pathological variations in the human body can cause …
dangerous kinds of cancer. Various pathological variations in the human body can cause …
Automated skin lesion classification using ensemble of deep neural networks in isic 2018: Skin lesion analysis towards melanoma detection challenge
MAA Milton - arXiv preprint arXiv:1901.10802, 2019 - arxiv.org
In this paper, we studied extensively on different deep learning based methods to detect
melanoma and skin lesion cancers. Melanoma, a form of malignant skin cancer is very …
melanoma and skin lesion cancers. Melanoma, a form of malignant skin cancer is very …
Skin lesion classification based on deep convolutional neural networks architectures
J Saeed, S Zeebaree - Journal of Applied Science and Technology Trends, 2021 - jastt.org
Skin cancer is among the primary cancer types that manifest due to various dermatological
disorders, which may be further classified into several types based on morphological …
disorders, which may be further classified into several types based on morphological …
Melanoma skin cancer detection using image processing and machine learning techniques
MAA Thaajwer, UAP Ishanka - 2020 2nd international …, 2020 - ieeexplore.ieee.org
In humans, skin cancer is the most common and severe type of cancer. Melanoma is a
deadly type of skin cancer. If it identifies early stages, it can be easily cured. The formal …
deadly type of skin cancer. If it identifies early stages, it can be easily cured. The formal …