Deep learning-based algorithm for skin cancer classification

MA Ismail, N Hameed, J Clos - … of International Conference on Trends in …, 2021 - Springer
… in machine learning techniques in the extraction of features and classification of images as
… The main contribution of this research work is a classification framework that can distinguish …

Comparison of machine learning algorithms used for skin cancer diagnosis

M Bistroń, Z Piotrowski - Applied Sciences, 2022 - mdpi.com
machine learning algorithms for the purpose of classification, and … to the subgroup of machine
learningdeep learning, ie, … both the feature extraction and classification in one algorithm. …

The skin cancer classification using deep convolutional neural network

UO Dorj, KK Lee, JY Choi, M Lee - Multimedia Tools and Applications, 2018 - Springer
… Convolutional neural network is an effective machine learning technique from the deep
learning and it is similar to ordinary Neural Networks. Convolutional neural network is a network …

Skin cancer detection and classification using SVM classifier

B Arivuselvam - Turkish Journal of Computer and Mathematics …, 2021 - turcomat.org
… the utilization of machine learning and deep learning-based … vector machine’, ‘feedforward
artificial neural network’, ‘deep … types of skin cancer - Basal Cell Carcinoma and Melanoma …

DeepSkin: a deep learning approach for skin cancer classification

HL Gururaj, N Manju, A Nagarjun, VNM Aradhya… - IEEE …, 2023 - ieeexplore.ieee.org
learning methods like the Resnet model. An application of machine learning with a focus
on skin cancer … Pre-processing, segmentation, feature extraction, and classification are all …

Deep learning solutions for skin cancer detection and diagnosis

H Nahata, SP Singh - … with health care perspective: machine learning and …, 2020 - Springer
carcinoma and basal cell carcinoma. Non-melanoma skin cancer is the 5th most frequently
occurring cancer, … to develop a skin cancer detection CNN model which can classify the skin

Skin cancer disease images classification using deep learning solutions

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

Automatic malignant and benign skin cancer classification using a hybrid deep learning approach

A Bassel, AB Abdulkareem, ZAA Alyasseri, NS Sani… - Diagnostics, 2022 - mdpi.com
… an automated classification of malignant and benign skin cancer based on the hybrid method
of deep learning. The proposed method is based on stacking the classification model into …

Deep learning-based transfer learning for classification of skin cancer

S Jain, U Singhania, B Tripathy, EA Nasr, MK Aboudaif… - Sensors, 2021 - mdpi.com
… of deep learning concepts [5], we can classify skin cancer … cell carcinoma, actinic keratosis,
vascular lesions, and dermatofibroma. Generally, a dermatologist specializing in skin cancer

[PDF][PDF] A Study on the Application of Machine Learning and Deep Learning Techniques for Skin Cancer Detection

H Ghosh, IS Rahat, SN Mohanty… - … Journal of Computer …, 2024 - researchgate.net
… The objective of this study is to leverage the capabilities of DL for the classification of skin
cancer. We utilized a dataset of 3000 images collected from the field, encompassing nine …