Federated Learning Architecture for 3D Breast Cancer Image Classification
These findings underscore the effectiveness of the CNN-FL framework as a robust tool for breast cancer detection, showing that this approach offers a promising balance between diagnostic accuracy and data security-two critical factors in medical imaging.
Authors
- Ridha Ejbali (ORCID: https://orcid.org/0000-0002-8148-1621)
- Imen Filali
- Amel Ali Alhussan (ORCID: https://orcid.org/0000-0001-7530-7961)
- Wiem Nhidi (ORCID: https://orcid.org/0000-0002-7476-6506)
- Faten Benhmida
Institutions
- Princess Nourah bint Abdulrahman University (SA)
- Intelligent Machines (Sweden) (SE)
Publication Details
- Journal
- Cancers
- Published
- 2025-10-28
- DOI
- https://doi.org/10.3390/cancers17213450
- Primary Topic
- Privacy-Preserving Technologies in Data
- Type
- article
- Field-Weighted Citation Impact
- 0.00