Skin cancer classification using deep learning and transfer learning

KM Hosny, MA Kassem… - 2018 9th Cairo …, 2018 - ieeexplore.ieee.org
skin lesion classification method is proposed. In this method, a pre-trained deep learning
network and transfer learning … data augmentation, the transfer learning is applied to AlexNet by …

[HTML][HTML] Superior skin cancer classification by the combination of human and artificial intelligence

A Hekler, JS Utikal, AH Enk, A Hauschild… - … Journal of Cancer, 2019 - Elsevier
… results, both in machine learning and among humans. In this study, we investigated the
potential benefit of combining human and artificial intelligence for skin cancer classification. …

[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
… 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 …

[HTML][HTML] Machine learning and its application in skin cancer

K Das, CJ Cockerell, A Patil, P Pietkiewicz… - International Journal of …, 2021 - mdpi.com
… “Artificial intelligence AND skin cancer” “Machine learning AND skin cancer” and “Deep
learning AND skin cancer”… A fresh image can now be classified using the deep learning method. …

[HTML][HTML] Machine learning approaches for skin cancer classification from dermoscopic images: a systematic review

F Grignaffini, F Barbuto, L Piazzo, M Troiano… - Algorithms, 2022 - mdpi.com
… conducted over the last decade on skin cancer classification using ML and DL techniques …
”: melanoma, detection, classification, machine learning, deep learning, dermoscopic images. …

[HTML][HTML] Skin cancer classification using convolutional neural networks: systematic review

TJ Brinker, A Hekler, JS Utikal, N Grabe… - Journal of medical …, 2018 - jmir.org
… applied in machine learning, feature extraction becomes an integral part of classification and
is … If the CNN is trained by end-to-end learning, the research can be additionally divided into …

Skin cancer classification using image processing and machine learning

A Javaid, M Sadiq, F Akram - 2021 international Bhurban …, 2021 - ieeexplore.ieee.org
skin lesion classification and segmentation as benign or malignant is proposed using image
processing and machine learning. … of skin cancer classification using machine learning and …

[HTML][HTML] Machine learning and deep learning algorithms for skin cancer classification from dermoscopic images

S Bechelli, J Delhommelle - Bioengineering, 2022 - mdpi.com
… We carry out a critical assessment of machine learning and deep learning models for the
classification of skin tumors. Machine learning (ML) algorithms tested in this work include …

Skin cancer detection and classification using machine learning

MK Monika, NA Vignesh, CU Kumari, M Kumar… - Materials Today …, 2020 - Elsevier
… , Basal cell carcinoma and Squamous cell carcinoma. This project is about detection and
classification of various types of skin cancer using machine learning and image processing …

[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