Cardiac Magnetic Resonance Imaging in the German National Cohort (NAKO): Automated Segmentation of Short-Axis Cine Images and Post-Processing Quality Control
The implemented pipeline facilitated the automated segmentation of an extensive CMR dataset, integrating quality control measures. This methodology ensures that ensuing quantitative analyses are conducted with a diminished risk of bias.
Authors
- Karin Halina Greiser (ORCID: https://orcid.org/0000-0003-3213-8285)
- Susanne Rospleszcz (ORCID: https://orcid.org/0000-0002-4788-2341)
- Robin Tibor Schirrmeister (ORCID: https://orcid.org/0000-0002-5518-7445)
- Klaus Maier‐Hein (ORCID: https://orcid.org/0000-0002-6626-2463)
- Fabian Bamberg (ORCID: https://orcid.org/0000-0002-7460-3942)
- Peter M. Full (ORCID: https://orcid.org/0000-0003-4326-8026)
- Maximilian Frederik Russe (ORCID: https://orcid.org/0000-0003-3187-2429)
- Clemens Ammann (ORCID: https://orcid.org/0000-0002-5962-4008)
- Tobias Pischon (ORCID: https://orcid.org/0000-0003-1568-767X)
- Marco Reisert (ORCID: https://orcid.org/0000-0003-2742-1940)
- Jeanette Schulz‐Menger (ORCID: https://orcid.org/0000-0003-3100-1092)
- Christopher Schuppert (ORCID: https://orcid.org/0000-0002-9675-803X)
- Thoralf Niendorf (ORCID: https://orcid.org/0000-0001-7584-6527)
- Manuel Hein (ORCID: https://orcid.org/0000-0003-0430-7184)
- Christopher L. Schlett (ORCID: https://orcid.org/0000-0002-1576-1481)
Institutions
- University of Freiburg (DE)
- German Cancer Research Center (DE)
- Max Delbrück Center (DE)
- Heidelberg University (DE)
- University Medical Center Freiburg (DE)
- University Hospital Heidelberg (DE)
- Humboldt-Universität zu Berlin (DE)
- Universitäts-Herzzentrum Freiburg-Bad Krozingen (DE)
- DKFZ-ZMBH Alliance (DE)
Publication Details
- Journal
- Journal of Cardiovascular Magnetic Resonance
- Published
- 2025-09-01
- DOI
- https://doi.org/10.1016/j.jocmr.2025.101958
- Citations
- 1
- Primary Topic
- Radiomics and Machine Learning in Medical Imaging
- Type
- article
- Field-Weighted Citation Impact
- 1.36