Automatic SNR measurement of brain MR images using a deep learning-based approach
The proposed deep learning method enables automatic, accurate, and observer-independent SNR quantification from single MR images, supporting clinical and research image quality evaluation.
Authors
- Haruhiko Machida
- Tatsuya Hayashi (ORCID: https://orcid.org/0000-0001-5269-4081)
- Makiko Nishikawa (ORCID: https://orcid.org/0000-0002-5386-5839)
- Toshiya Kariyasu (ORCID: https://orcid.org/0000-0003-0685-5627)
- Shinya Kojima (ORCID: https://orcid.org/0000-0001-6199-9784)
- Hidenori Yamaguchi (ORCID: https://orcid.org/0000-0002-7911-5825)
- Shizuo Higuchi
Institutions
- Tokyo Women's Medical University Adachi Medical Center (JP)
- Teikyo University (JP)
Publication Details
- Journal
- Acta Radiologica Open
- Published
- 2025-10-01
- DOI
- https://doi.org/10.1177/20584601251387564
- Primary Topic
- Advanced MRI Techniques and Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00