Augmented Long-Axis Acquisition in Cardiac Magnetic Resonance Imaging Improves Cardiac Strain Accuracy

Tanmay Mukherjee, Emilio A. Mendiola, Elizabeth Fugate, Diana Lindquist, Kyle J. Myers, Sakthivel Sadayappan, Reza Avazmohammadi

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Cine cardiac magnetic resonance (CMR) imaging is a common imaging modality in the clinical assessment of several cardiovascular diseases. Structural indices, such as cardiac strains obtained through cardiac motion analysis, are important in the early-stage assessment of structural heart diseases. Despite the benefits of such imaging techniques, motion estimation algorithms are susceptible to variability. Accurate motion tracking is challenged by factors such as image artifacts and spatiotemporal strain heterogeneity. This study systematically investigates CMR-based strain calculations to evaluate the most suitable image acquisition strategy for capturing the heterogeneous variations in radial and circumferential strains. A parametric study evaluating cardiac strains using synthetic heart model phantoms and mouse-specific CMR imaging is used to identify the association between various image acqui-sition strategies and accurate motion tracking. Through structural similarity and mean squared error analysis, a combined stack of short-axis and two long-axis images was observed to capture the distinct variations in anatomical strain patterns, with improvements over standard cine imaging practices. In essence, incorporating dynamic imaging data and pursuing temporal strain tracking could broaden the clinical relevance of regional strain markers and thus improve diagnostic capabilities and treatment planning.

Original languageEnglish (US)
Title of host publicationISBI 2025 - 2025 IEEE 22nd International Symposium on Biomedical Imaging, Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9798331520526
DOIs
StatePublished - 2025
Event22nd IEEE International Symposium on Biomedical Imaging, ISBI 2025 - Houston, United States
Duration: Apr 14 2025Apr 17 2025

Publication series

NameProceedings - International Symposium on Biomedical Imaging
ISSN (Print)1945-7928
ISSN (Electronic)1945-8452

Conference

Conference22nd IEEE International Symposium on Biomedical Imaging, ISBI 2025
Country/TerritoryUnited States
CityHouston
Period4/14/254/17/25

Keywords

  • Cardiac magnetic resonance imaging
  • error analysis
  • motion analysis
  • spatial resolution
  • strain heterogeneity

ASJC Scopus subject areas

  • Biomedical Engineering
  • Radiology Nuclear Medicine and imaging

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