A new hybrid model for enhancing low-dose CT images using EfficientNetV2 and WGAN-GP: a multi-loss approach
Our EfficientNetV2-WGAN-GP-based method provides a robust solution for LDCT image denoising, significantly improving image clarity while maintaining diagnostic structures. This approach holds potential for enhancing diagnostic accuracy and improving patient safety in clinical practice.
Authors
- Mohammad Javad Shayegan (ORCID: https://orcid.org/0000-0002-9635-2363)
- Mohammad Hojjat
Institutions
- University of Science and Culture (IR)
Publication Details
- Journal
- European journal of medical research
- Published
- 2025-12-09
- DOI
- https://doi.org/10.1186/s40001-025-03579-z
- Primary Topic
- Medical Imaging Techniques and Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00