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 …

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
… developed a classification system by deep learning for brown to black pigmented skin lesions,
… of 20 dermatologists had higher accuracy than the FRCNN in six-class classification. The …

Skin cancer classification with deep learning: a systematic review

Y Wu, B Chen, A Zeng, D Pan, R Wang… - Frontiers in …, 2022 - frontiersin.org
… overview of the use of deep learning methods in skin cancer classification. We begin by … in
skin cancer classification, then review the frontier challenges in skin cancer classification and …

Dermatologist-level classification of skin cancer with deep neural networks

A Esteva, B Kuprel, RA Novoa, J Ko, SM Swetter… - nature, 2017 - nature.com
… Here we demonstrate the effectiveness of deep learning in … skin conditions and specific
cancers. Using a single convolutional neural network trained on general skin lesion classification

Skin cancer detection: a review using deep learning techniques

M Dildar, S Akram, M Irfan, HU Khan… - International journal of …, 2021 - mdpi.com
… Thus, it is vital to accumulate and analyze the studies, classify them, and summarize the …
review of skin cancer detection techniques using deep neural network-based classification, we …

[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
… to diagnosis using human eye, this is where Computer vision can help in diagnosing skin
cancer.We can diagnose and classify skin cancer by traditional Machine LearningDeep

The skin cancer classification using deep convolutional neural network

UO Dorj, KK Lee, JY Choi, M Lee - Multimedia Tools and Applications, 2018 - Springer
… rapid classification system of skin cancer using contemporary highly-efficient deep convolutional
neural network… [7] applied multi-column deep neural networks for image classification. A …

Dermatologist level dermoscopy skin cancer classification using different deep learning convolutional neural networks algorithms

A Rezvantalab, H Safigholi, S Karimijeshni - arXiv preprint arXiv …, 2018 - arxiv.org
… paper to classify different skin cancer images by pre-trained convolutional neural networks.
… as a benchmark database for academic machine learning purposes. We used the training set …

Skin cancer disease images classification using deep learning solutions

MM Mijwil - Multimedia Tools and Applications, 2021 - Springer
deep learning network has been selected and trained by the author for the analysis of more
than 24,000 skin cancer images by convolutional neural network … in the classification of these …

Deep learning solutions for skin cancer detection and diagnosis

H Nahata, SP Singh - … with health care perspective: machine learning and …, 2020 - Springer
skin cancer detection CNN model which can classify the skinneural network model to
diagnose and detect skin cancer … to strengthen the classification robustness of the CNN model. …