Skin cancer detection: a review using deep learning techniques

M Dildar, S Akram, M Irfan, HU Khan… - International journal of …, 2021 - mdpi.com
Skin cancer is one of the most dangerous forms of cancer. Skin cancer is caused by un-
repaired deoxyribonucleic acid (DNA) in skin cells, which generate genetic defects or …

Evaluation of denoising techniques to remove speckle and Gaussian noise from dermoscopy images

E Goceri - Computers in Biology and Medicine, 2023 - Elsevier
Computerized methods provide analyses of skin lesions from dermoscopy images
automatically. However, the images acquired from dermoscopy devices are noisy and cause …

Skin cancer diagnosis based on deep transfer learning and sparrow search algorithm

HM Balaha, AES Hassan - Neural Computing and Applications, 2023 - Springer
Skin cancer affects the lives of millions of people every year, as it is considered the most
popular form of cancer. In the USA alone, approximately three and a half million people are …

A systematic review of artificial intelligence techniques in cancer prediction and diagnosis

Y Kumar, S Gupta, R Singla, YC Hu - Archives of Computational Methods …, 2022 - Springer
Artificial intelligence has aided in the advancement of healthcare research. The availability
of open-source healthcare statistics has prompted researchers to create applications that aid …

Recent advancement in cancer diagnosis using machine learning and deep learning techniques: A comprehensive review

D Painuli, S Bhardwaj - Computers in Biology and Medicine, 2022 - Elsevier
Being a second most cause of mortality worldwide, cancer has been identified as a perilous
disease for human beings, where advance stage diagnosis may not help much in …

Skin lesions classification into eight classes for ISIC 2019 using deep convolutional neural network and transfer learning

MA Kassem, KM Hosny, MM Fouad - IEEE access, 2020 - ieeexplore.ieee.org
Melanoma is a type of skin cancer with a high mortality rate. The different types of skin
lesions result in an inaccurate diagnosis due to their high similarity. Accurate classification of …

[HTML][HTML] Recent advancement in cancer detection using machine learning: Systematic survey of decades, comparisons and challenges

T Saba - Journal of infection and public health, 2020 - Elsevier
Cancer is a fatal illness often caused by genetic disorder aggregation and a variety of
pathological changes. Cancerous cells are abnormal areas often growing in any part of …

Deep learning techniques for skin lesion analysis and melanoma cancer detection: a survey of state-of-the-art

A Adegun, S Viriri - Artificial Intelligence Review, 2021 - Springer
Abstract Analysis of skin lesion images via visual inspection and manual examination to
diagnose skin cancer has always been cumbersome. This manual examination of skin …