Meccanica, Journal Year: 2025, Volume and Issue: unknown
Published: Feb. 14, 2025
Language: Английский
Meccanica, Journal Year: 2025, Volume and Issue: unknown
Published: Feb. 14, 2025
Language: Английский
International Journal of Machine Learning and Cybernetics, Journal Year: 2025, Volume and Issue: unknown
Published: April 10, 2025
Language: Английский
Citations
0Deleted Journal, Journal Year: 2025, Volume and Issue: 28(1)
Published: May 1, 2025
Language: Английский
Citations
0Journal of Energy Storage, Journal Year: 2023, Volume and Issue: 75, P. 109671 - 109671
Published: Nov. 16, 2023
Language: Английский
Citations
10MethodsX, Journal Year: 2024, Volume and Issue: 13, P. 102839 - 102839
Published: July 3, 2024
Melanoma is a type of skin cancer that poses significant health risks and requires early detection for effective treatment. This study proposing novel approach integrates transformer-based model with hand-crafted texture features Gray Wolf Optimization, aiming to enhance efficiency melanoma classification. Preprocessing involves standardizing image dimensions enhancing quality through median filtering techniques. Texture features, including GLCM LBP, are extracted capture spatial patterns indicative melanoma. The GWO algorithm applied select the most discriminative features. A decoder then employed classification, leveraging attention mechanisms contextual dependencies. experimental validation on HAM10000 dataset ISIC2019 showcases effectiveness proposed methodology. model, integrated guided by achieves outstanding results. results showed method performed well in tasks, achieving an accuracy F1-score 99.54% 99.11% dataset, 99.47%, 99.25% dataset. • We use concepts LBP extract from lesion images. Optimization (GWO) feature selection. based Transformers utilized
Language: Английский
Citations
3Meccanica, Journal Year: 2025, Volume and Issue: unknown
Published: Feb. 14, 2025
Language: Английский
Citations
0