Reproducibility of cardiac volumetric parameters derived from fully automatically prescribed image planes: a direct comparison to manual planning at 1.5-T and 3-T MRI - Summary - MDSpire

Reproducibility of cardiac volumetric parameters derived from fully automatically prescribed image planes: a direct comparison to manual planning at 1.5-T and 3-T MRI

  • By

  • Karolin K. Deyerberg

  • Felix G. Meinel

  • Lena-Maria Watzke

  • Ann-Christin Klemenz

  • Mathias Manzke

  • Margarita Gorodezky

  • Gaspar Delso

  • Antonia Dalmer

  • Roberto Lorbeer

  • Danagul Zhexenova

  • Marc-André Weber

  • Benjamin Böttcher

  • February 21, 2026

  • 0 min

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Objective:

To compare the reproducibility of cardiac volumetric assessment derived from fully automatically prescribed CMR images against state-of-the-art manual planning, highlighting the importance of this comparison in clinical settings.

Key Findings:
  • Automated plane prescription showed comparable reproducibility to manual planning, which is crucial for clinical applications.
  • Variability in volumetric measurements was reduced with automated methods, enhancing reliability.
  • AI-based systems can enhance standardization and accessibility of CMR, potentially transforming clinical practices.
Interpretation:

The study suggests that AI-driven automation in CMR can maintain high reproducibility in cardiac volumetric assessments, potentially improving clinical workflows and patient outcomes.

Limitations:
  • Study limited to healthy volunteers, which may not represent patients with cardiac diseases; future studies should include diverse patient populations.
  • Small sample size may affect generalizability of findings; larger studies are needed to validate results.
Conclusion:

Automated CMR image plane prescription is a promising approach that may enhance reproducibility and accessibility in cardiac imaging.

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