[HTML][HTML] Skin cancer detection: a review using deep learning techniques

M Dildar, S Akram, M Irfan, HU Khan… - International journal of …, 2021 - mdpi.com
skin cancer detection in recent years. In this paper, we thoroughly discuss and analyze skin
cancer detection techniques based on deep learning. … approaches of deep learning, such as …

Skin cancer classification using deep learning and transfer learning

KM Hosny, MA Kassem… - 2018 9th Cairo …, 2018 - ieeexplore.ieee.org
… The classification accuracy using deep learning was 92.89%. In this paper, a deep convolutional
neural network (DCNN) is applied to classify the color images of skin cancer into three …

Deep learning solutions for skin cancer detection and diagnosis

H Nahata, SP Singh - … with health care perspective: machine learning and …, 2020 - Springer
… Convolutional Neural Network (CNN) or ConvNet, are a class of deep neural networks, … to
develop a skin cancer detection CNN model which can classify the skin cancer types and help …

[HTML][HTML] Detection of skin cancer based on skin lesion images using deep learning

W Gouda, NU Sama, G Al-Waakid, M Humayun… - Healthcare, 2022 - mdpi.com
… Therefore, skin cancer screening is necessary. One of the best methods to accurately and
swiftly identify skin cancer is using deep learning (DL). In this research, the deep learning

[HTML][HTML] Skin cancer classification with deep learning: a systematic review

Y Wu, B Chen, A Zeng, D Pan, R Wang… - Frontiers in …, 2022 - frontiersin.org
… used in skin cancerskin cancer classification are still scarce. Therefore, in this article, we
provide a comprehensive overview of the latest deep learning-based algorithms for skin cancer

[HTML][HTML] The development of a skin cancer classification system for pigmented skin lesions using deep learning

S Jinnai, N Yamazaki, Y Hirano, Y Sugawara, Y Ohe… - Biomolecules, 2020 - mdpi.com
… a classification system by deep learning for brown to black pigmented skin lesions, as the …
The skin tumor classification system using deep learning showed better results in both six- …

[PDF][PDF] Classification of Skin cancer using deep learning, ConvolutionalNeural Networks-Opportunities and vulnerabilities-A systematic Review

R Manne, S Kantheti, S Kantheti - … for Modern Trends in Science and …, 2020 - academia.edu
skin cancer type, and methods implemented, and the success rate. Even though Deep learning
using … We will discuss, how Deep learning using CNN helped us and its vulnerabilities. …

Early detection of skin cancer using deep learning architectures: resnet-101 and inception-v3

A Demir, F Yilmaz, O Kose - 2019 medical technologies …, 2019 - ieeexplore.ieee.org
… In this study, we show that two different deep learning methods can be used to diagnose
skin cancer with high accuracy rates. The results obtained by using these two algorithms are …

Recent advances in deep learning applied to skin cancer detection

AGC Pacheco, RA Krohling - arXiv preprint arXiv:1912.03280, 2019 - arxiv.org
Skin cancer is a major public health problem around the world. Its early detection is very …
In this context, over the past few years, deep learning models applied to automated skin cancer

Skin cancer disease images classification using deep learning solutions

MM Mijwil - Multimedia Tools and Applications, 2021 - Springer
… years, deep learning models applied to computerized skin cancer … a deep learning network
has been selected and trained by the author for the analysis of more than 24,000 skin cancer