Interventional heart wall motion analysis with cardiac C-arm CT systems
Kerstin Müller1, Andreas K Maier, Yefeng Zheng
1Department of Computer Science, Pattern Recognition Lab, Friedrich-Alexander-Universität Erlangen-Nürnberg, Martensstr. 3, D-91058 Erlangen, Germany. Erlangen Graduate School in Advanced Optical Technologies (SAOT), Paul-Gordan-Str. 6, D-91052 Erlangen, Germany.
This study introduces a novel framework for analyzing left ventricular (LV) dynamics in 4D directly within the catheter lab using C-arm CT data. The tool quantifies ventricular dyssynchrony and differentiates pathological from normal myocardium.
Area of Science:
- Medical Imaging
- Cardiovascular Physiology
- Biomedical Engineering
Background:
- Current catheter lab imaging (C-arm systems) limits quantitative 3D/4D left ventricular (LV) dynamics analysis.
- Myocardial wall analysis relies on 2D images or pre-procedural 3D/4D imaging, hindering real-time assessment.
Purpose of the Study:
- To develop and validate a framework for direct 4D LV wall motion analysis in the catheter lab.
- To enable real-time detection of ventricular dyssynchrony using C-arm CT data.
- To transfer established quantitative LV dynamics features to C-arm CT imaging.
Main Methods:
- Generation of dynamic 3D LV surface models from 2D C-arm projection images.
- Application of quantitative features: ejection fraction, 3D fractional shortening, and phase to maximal contraction (ϕi, max).
- Evaluation using simulated phantom data and eight clinical patient datasets.
Main Results:
- The framework successfully generates 4D LV models and detects ventricular dyssynchrony.
- Quantitative features were adapted and applied to C-arm CT data.
- Initial clinical results show promising performance in identifying regional myocardial dysfunction.
Conclusions:
- The developed framework enables direct 4D LV dynamics analysis in the catheter lab.
- This tool can serve as an indicator of LV dyssynchrony and differentiate pathological myocardium.
- Further clinical validation in larger studies is warranted.
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