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

K Das, CJ Cockerell, A Patil, P Pietkiewicz… - International Journal of …, 2021 - mdpi.com
… lesion is assigned a class, such as “benign” and “malignant”, or “naevi” and “melanoma”, in
oder to construct a new ML skin cancer algorithm. Deep learning algorithms are taught on a …

A hybrid deep learning approach for skin cancer diagnosis using subband fusion of 3D wavelets

SP Maniraj, PS Maran - The Journal of Supercomputing, 2022 - Springer
… Transfer learning is utilized for skin cancer classification in [18] with the following CNN … A
systematic review of the use of CNN and deep learning for skin cancer diagnosis is presented …

[HTML][HTML] A shallow deep learning approach to classify skin cancer using down-scaling method to minimize time and space complexity

S Montaha, S Azam, AKMRH Rafid, S Islam, P Ghosh… - PloS one, 2022 - journals.plos.org
… to identify and classify skin cancer. In this paper, a deep learning model with a shallow …
is trained and evaluated on the Kaggle skin cancer data ISIC archive which was augmented …

Melanoma skin cancer detection using recent deep learning models

T Guergueb, MA Akhloufi - … of the IEEE Engineering in Medicine …, 2021 - ieeexplore.ieee.org
… aims at detecting skin cancer melanoma using a deep learningskin cancer. We use image
data collected from the Society for Imaging Informatics in Medicine and the International Skin

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 …

Comparative study and analysis on skin cancer detection using machine learning and deep learning algorithms

VAO Nancy, P Prabhavathy, MS Arya… - Multimedia Tools and …, 2023 - Springer
… Early prediction of this type of cancer is crucial. A detailed review in this paper explores …
learning (ML) techniques as well as deep learning (DL) techniques. While deep learning

[PDF][PDF] Computer-aided model for skin diagnosis using deep learning

DA Shoieb, SM Youssef, WM Aly - Journal of Image and Graphics, 2016 - academia.edu
… % of deaths associated with melanoma skin cancer [2]. In … skin cancers and 132,000
melanoma skin cancers occur globally each year. Due to recognizing the increasing in skin cancer, …

Skin cancer detection using dual optimization based deep learning network

E Gomathi, M Jayasheela, M Thamarai… - … Signal Processing and …, 2023 - Elsevier
… In artificial intelligence, machine learning and deep learning algorithms are used to classify
… based deep learning network (DODL net) has been proposed for detecting the skin cancer. …

[HTML][HTML] Multi-site cross-organ calibrated deep learning (MuSClD): Automated diagnosis of non-melanoma skin cancer

Y Zhou, C Koyuncu, C Lu, R Grobholz, I Katz… - Medical image …, 2023 - Elsevier
… Although deep learning (DL) has demonstrated impressive … Cross-Organ Calibration based
Deep Learning (MuSClD) that … diagnosis of non-melanoma skin cancer (NMSC). Specifically, …

[HTML][HTML] Non-melanoma skin cancer diagnosis: a comparison between dermoscopic and smartphone images by unified visual and sonification deep learning …

A Dascalu, BN Walker, Y Oron, EO David - … of cancer research and clinical …, 2022 - Springer
… AD is an inventor of a patent for the system used in this study; ED reported holding patents
on deep Learning, unrelated to the deep learning system in this paper. AD and BW reported …