Respiratory motion compensation by model-based catheter tracking during EP procedures.
1Pattern Recognition Lab, Department of Computer Science, Friedrich-Alexander-University Erlangen-Nuremberg, 91054 Erlangen, Germany. Alexander.Brost@informatik.uni-erlangen.de
This study introduces a novel 3D catheter tracking method to compensate for respiratory motion during pulmonary vein ablation. The technique accurately estimates and corrects motion, improving image-guided navigation for radio-frequency catheter ablation procedures.
Area of Science:
- Medical Imaging
- Interventional Cardiology
- Biomedical Engineering
Background:
- Radio-frequency catheter ablation for pulmonary veins often uses fluoroscopic guidance.
- Overlaying pre-operative 3D data onto 2D X-ray improves anatomical visualization.
- Respiratory motion degrades the accuracy of static overlay images during catheter navigation.
Purpose of the Study:
- To develop and evaluate a novel image-based 3D motion estimation and compensation method.
- To address the challenge of respiratory motion impairing catheter navigation in image-guided ablation.
Main Methods:
- A novel approach for 3D motion estimation and compensation using 3D catheter tracking.
- Utilized 2D/3D registration with a bi-plane C-arm system to image a mapping catheter from two directions.
- Reconstructed a 3D catheter model and estimated respiratory motion by tracking this model in 3D using bi-plane fluoroscopy.
Main Results:
- Phantom experiments showed average 2D tracking error of 1.4mm and 3D tracking error of 1.1mm.
- Clinical data evaluation (469 bi-plane frames) yielded average 2D tracking error of 1.0 ± 0.4mm and 3D tracking error of 0.8 ± 0.5mm.
- Demonstrated feasibility and accuracy of model-based motion compensation.
Conclusions:
- Model-based motion compensation using 2D/3D registration is a feasible and accurate solution for respiratory motion during catheter ablation.
- This technique enhances the utility of overlay images for precise catheter navigation.
- Improves safety and efficacy of image-guided interventional procedures.
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