Early Skin Cancer Detection Using the SLICE-3D Dataset: A Transfer Learning Model and DCGAN Approach to Address Data Imbalance
Authors
Youssera Z. Mecifi
yousserazoukha.mecifi@univ-tlemcen.dz
LRIT Laboratory, Department of Computer Science, Faculty of Science, University of Abou-Bakr Belkaid, Tlemcen, Algeria
Mohamed Merzoug
mohammed.merzoug@univ-tlemcen.dz
LRIT Laboratory, Department of Computer Science, Faculty of Science, University of Abou-Bakr Belkaid, Tlemcen, Algeria
Abdelhak Etchiali
abdelhak.etchiali@univ-tlemcen.dz
LRIT Laboratory, Department of Computer Science, Faculty of Science, University of Abou-Bakr Belkaid, Tlemcen, Algeria
Mohamed M’hamedi
mohamed.mhamedi@univ-tlemcen.dz
LRIT Laboratory, Department of Computer Science, Faculty of Science, University of Abou-Bakr Belkaid, Tlemcen, Algeria
Ecole Supérieure en Sciences Appliquées de Tlemcen, Tlemcen, Algeria
Fethallah Hadjila
fethallah.hadjila@univ-tlemcen.dz
LRIT Laboratory, Department of Computer Science, Faculty of Science, University of Abou-Bakr Belkaid, Tlemcen, Algeria
Amina Bekkouche
amina.bekkouche@univ-tlemcen.dz
LRIT Laboratory, Department of Computer Science, Faculty of Science, University of Abou-Bakr Belkaid, Tlemcen, Algeria
Language: English
Page range: 39 - 53
Submitted on: Mar 27, 2025
Accepted on: Jul 4, 2025
Published on: Sep 25, 2025
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
Keywords:
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© 2025 Youssera Z. Mecifi, Mohamed Merzoug, Abdelhak Etchiali, Mohamed M’hamedi, Fethallah Hadjila, Amina Bekkouche, published by Bulgarian Academy of Sciences, Institute of Information and Communication Technologies
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.