Optimal skin cancer detection model using transfer learning and dynamic-opposite hunger games search

A Dahou, AO Aseeri, A Mabrouk, RA Ibrahim… - Diagnostics, 2023 - mdpi.com
Recently, pre-trained deep learning (DL) models have been employed to tackle and
enhance the performance on many tasks such as skin cancer detection instead of training …

Skin cancer detection using dual optimization based deep learning network

E Gomathi, M Jayasheela, M Thamarai… - … Signal Processing and …, 2023 - Elsevier
Skin cancer is the most perilous kind of cancer, which is a most important public health
problem. Skin cancer can be prevented and treated more effectively if malignant lesions are …

An efficient artificial rabbits optimization based on mutation strategy for skin cancer prediction

M Abd Elaziz, A Dahou, A Mabrouk… - Computers in Biology …, 2023 - Elsevier
Accurate skin lesion diagnosis is critical for the early detection of melanoma. However, the
existing approaches are unable to attain substantial levels of accuracy. Recently, pre-trained …

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 deep learning outline aimed at prompt skin cancer detection utilizing gated recurrent unit networks and improved orca predation algorithm

L Zhang, J Zhang, W Gao, F Bai, N Li… - … Signal Processing and …, 2024 - Elsevier
Skin cancer is a risky ailment that can be effectively managed if detected promptly. However,
timely recognition of skin cancer remains a challenge. In this study, a robotic computer …

SNC_Net: Skin Cancer Detection by Integrating Handcrafted and Deep Learning-Based Features Using Dermoscopy Images

A Naeem, T Anees, M Khalil, K Zahra, RA Naqvi… - Mathematics, 2024 - mdpi.com
The medical sciences are facing a major problem with the auto-detection of disease due to
the fast growth in population density. Intelligent systems assist medical professionals in early …

Combining State-of-the-Art Pre-Trained Deep Learning Models: A Noble Approach for Skin Cancer Detection Using Max Voting Ensemble

MM Hossain, MM Hossain, MB Arefin, F Akhtar, J Blake - Diagnostics, 2023 - mdpi.com
Skin cancer poses a significant healthcare challenge, requiring precise and prompt
diagnosis for effective treatment. While recent advances in deep learning have dramatically …

Social bat optimisation dependent deep stacked auto‐encoder for skin cancer detection

R Majji, PG Om Prakash, R Cristin… - IET Image …, 2020 - Wiley Online Library
Nowadays, skin cancer is one of the most dangerous forms of cancer found in humans.
There are various types of skin cancer, like basal, melanoma, carcinoma, and the squamous …

[HTML][HTML] A precise model for skin cancer diagnosis using hybrid U-Net and improved MobileNet-V3 with hyperparameters optimization

UK Lilhore, S Simaiya, YK Sharma, KS Kaswan… - Scientific …, 2024 - ncbi.nlm.nih.gov
Skin cancer is a frequently occurring and possibly deadly disease that necessitates prompt
and precise diagnosis in order to ensure efficacious treatment. This paper introduces an …

A precise model for skin cancer diagnosis using hybrid U-Net and improved MobileNet-V3 with hyperparameters optimization

U Kumar Lilhore, S Simaiya, YK Sharma… - Scientific Reports, 2024 - nature.com
Skin cancer is a frequently occurring and possibly deadly disease that necessitates prompt
and precise diagnosis in order to ensure efficacious treatment. This paper introduces an …