Melanoma skin cancer detection using deep learning and classical machine learning techniques: A hybrid approach

J Daghrir, L Tlig, M Bouchouicha… - 2020 5th international …, 2020 - ieeexplore.ieee.org
… of the fatal cancer in the world, this form of skin cancer may … a hybrid method for melanoma
skin cancer detection that can be … and two classical machine learning classifiers trained with a …

The melanoma skin cancer detection and classification using support vector machine

H Alquran, IA Qasmieh, AM Alqudah… - 2017 IEEE Jordan …, 2017 - ieeexplore.ieee.org
… , and classification of melanoma skin cancer using image … the classification system uses
the SVM to classify the lesions. The … SVM is one of the most common machines learning

Skin cancer classification using NASNet

MA Rahman, E Bazgir, SMS Hossain… - International Journal of …, 2024 - ijsra.net
… to detect skin cancer types using dermoscopic images. It has been claimed that there are
a few different machine learning techniques for the accurate diagnosis of skin cancer using …

Deep learning methods for accurate skin cancer recognition and mobile application

I Kousis, I Perikos, I Hatzilygeroudis, M Virvou - Electronics, 2022 - mdpi.com
… -art results in skin cancer recognition based on a single, relatively light deep learning model,
which we … A support vector machine (SVM) was used for the classification of skin cancer into …

An internet of health things‐driven deep learning framework for detection and classification of skin cancer using transfer learning

A Khamparia, PK Singh, P Rani… - Transactions on …, 2021 - Wiley Online Library
… The detection and classification of skin cancer in early stage of development … deep learning
internet of health and things (IoHT) driven framework for skin lesion classification in skin

Skin cancer detection using ensemble of machine learning and deep learning techniques

JV Tembhurne, N Hebbar, HY Patil, T Diwan - Multimedia Tools and …, 2023 - Springer
… related works in the field of skin cancer classification using various ML/DL models. We
analysed various methods applied on the skin cancer classification problem, primarily based on …

Deep learning-based computer aided diagnosis model for skin cancer detection and classification

D Adla, GVR Reddy, P Nayak, G Karuna - Distributed and Parallel …, 2022 - Springer
… and detect the skin cancer. This paper is designed with automated Deep Learning with a
class attention layer based CAD model for skin lesion detection and classification known as …

Effects of label noise on deep learning-based skin cancer classification

A Hekler, JN Kather, E Krieghoff-Henning… - Frontiers in …, 2020 - frontiersin.org
… Recent studies have shown that deep learning is capable of … However, many studies in
skin cancer classification utilize non-… , deep learning methods for skin cancer classification are …

Benchmarking of lightweight deep learning architectures for skin cancer classification using ISIC 2017 dataset

A Yilmaz, M Kalebasi, Y Samoylenko… - arXiv preprint arXiv …, 2021 - arxiv.org
skin cancer classification with deep learning are increasing day by day. For the growth of
work in this area, the International Skin … of deep learning models for skin cancer classification

[HTML][HTML] Skin cancer detection based on deep learning

RA Mehr, A Ameri - Journal of biomedical physics & engineering, 2022 - ncbi.nlm.nih.gov
… The suspected patients with early signs of skin cancer are … in deep convolutional neural
networks (CNNs) have achieved excellent performance in automated skin cancer classification