Deep Learning Denoising Algorithm for Improved Assessment of Coronary Arteries in Transcatheter Aortic Valve Implantation CT Imaging
The DLD substantially improves image quality without affecting diagnostic accuracy for the evaluation of coronary arteries in patients undergoing pre-TAVI CT scans.
Authors
- Jan‐Erik Scholtz (ORCID: https://orcid.org/0000-0003-4631-6126)
- Christian Booz (ORCID: https://orcid.org/0000-0002-1052-7389)
- Tommaso D’Angelo (ORCID: https://orcid.org/0000-0003-0004-6378)
- Vitali Koch (ORCID: https://orcid.org/0000-0001-6915-5906)
- Mohamed I. A. Othman (ORCID: https://orcid.org/0000-0002-0405-8918)
- Silvio Mazziotti (ORCID: https://orcid.org/0000-0001-9866-569X)
- Leon David Gruenewald (ORCID: https://orcid.org/0000-0001-7959-5008)
- Chulkyun Ahn (ORCID: https://orcid.org/0000-0003-2919-4892)
- İbrahim Yel (ORCID: https://orcid.org/0000-0002-3894-4782)
- Ludovica R. M. Lanzafame (ORCID: https://orcid.org/0000-0001-5898-870X)
- Leona S. Alizadeh (ORCID: https://orcid.org/0000-0001-8141-7454)
- Sebastian Steinmetz (ORCID: https://orcid.org/0009-0007-5316-2969)
- Katrin Eichler
- Simon S. Martin (ORCID: https://orcid.org/0000-0003-3347-4520)
- Jong H. Kim (ORCID: https://orcid.org/0000-0003-0944-6685)
- Thomas J. Vogl (ORCID: https://orcid.org/0000-0002-4590-376X)
- Marc Alexander Brockmann (ORCID: https://orcid.org/0000-0002-4514-4468)
Institutions
- University of Messina (IT)
- Goethe University Frankfurt (DE)
- Johannes Gutenberg University Mainz (DE)
- Seoul National University Hospital (KR)
- University Medical Center of the Johannes Gutenberg University Mainz (DE)
- University Hospital Frankfurt (DE)
- The Korea Institute of Public Administration (KR)
Publication Details
- Journal
- Academic Radiology
- Published
- 2025-11-08
- DOI
- https://doi.org/10.1016/j.acra.2025.10.030
- Primary Topic
- Cardiac Valve Diseases and Treatments
- Type
- article
- Field-Weighted Citation Impact
- 0.00