Open Access

Exploring Data Preparation Strategies: A Comparative Analysis of Vision Transformer and ConvNext Architectures in Breast Cancer Histopathology Classification

Mikołaj Kaczmarek

Mikołaj Kaczmarek

Doctoral School of Exact and Technical Sciences, University of Zielona Góra, al. Wojska Polskiego 69Zielona Góra, Poland
Search for this author on
Sciendo|Google Scholar
Kaczmarek, Mikołaj
, 
Marek Kowal

Marek Kowal

Institute of Control and Computation Engineering, University of Zielona GóraZielona Góra, Poland
Search for this author on
Sciendo|Google Scholar
Kowal, Marek
 and 
Józef Korbicz

Józef Korbicz

Institute of Control and Computation Engineering, University of Zielona GóraZielona Góra, Poland
Search for this author on
Sciendo|Google Scholar
Korbicz, Józef
  
Jun 24, 2025
Exploring Data Preparation Strategies: A Comparative Analysis of Vision Transformer and ConvNext Architectures in Breast Cancer Histopathology Classification's Cover Image
About this article
Previous Article
Next Article
Cite
Download Cover
Published Online: Jun 24, 2025
Page range: 329 - 339
Received: Jan 10, 2025
Accepted: Mar 27, 2025
DOI: https://doi.org/10.61822/amcs-2025-0023
Keywords
© 2025 Mikołaj Kaczmarek et al., published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.
Kaczmarek, Mikołaj
Doctoral School of Exact and Technical Sciences, University of Zielona Góra, al. Wojska Polskiego 69Zielona Góra, Poland
Kowal, Marek
Institute of Control and Computation Engineering, University of Zielona GóraZielona Góra, Poland
Korbicz, Józef
Institute of Control and Computation Engineering, University of Zielona GóraZielona Góra, Poland
Language:
English
Publication timeframe:
4 times per year
Journal Subjects:
Mathematics, Applied Mathematics
Journal RSS Feed