Noise‐augmented deep denoising: A method to boost CT image denoising networks
Providing additional simulated noise realizations helps to significantly improve the performance of CT image denoising networks.
Authors
- Marc Kachelrieß (ORCID: https://orcid.org/0000-0001-9351-4761)
- Elias Eulig (ORCID: https://orcid.org/0000-0001-6269-6320)
- Gernot Kristof
Institutions
- German Cancer Research Center (DE)
- Heidelberg University (DE)
- University Hospital Heidelberg (DE)
Publication Details
- Journal
- Medical Physics
- Published
- 2025-09-23
- DOI
- https://doi.org/10.1002/mp.18121
- Citations
- 1
- Primary Topic
- Medical Imaging Techniques and Applications
- Type
- article
- Field-Weighted Citation Impact
- 1.36
Funders
- Bundesministerium für Umwelt, Naturschutz, nukleare Sicherheit und Verbraucherschutz