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Development and Evaluation of 3D-Printed Cardiovascular Phantoms for Interventional Planning and Training
Published on: January 18, 2021
A cardiac contouring atlas for radiotherapy
Frances Duane1, Marianne C Aznar2, Freddie Bartlett3
1Clinical Trial Service Unit, Nuffield Department of Population Health, University of Oxford, UK; Medical Research Council Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, UK.
A new cardiac atlas allows for reproducible contouring of heart segments on radiotherapy scans. This method helps in accurately assessing radiation doses to the heart, crucial for improving patient outcomes in cancer treatment.
Area of Science:
- Radiotherapy
- Medical Imaging
- Cardiology
Background:
- Accurate contouring of cardiac substructures in radiotherapy CT-planning scans is challenging due to the heart's complex anatomy.
- Variability in contouring can impact radiation dose calculations and potentially affect clinical outcomes.
Purpose of the Study:
- To present a reproducible method for contouring left ventricular and coronary arterial segments on radiotherapy CT-planning scans.
- To establish a cardiac atlas to standardize segmentation for research and clinical applications.
Main Methods:
- Defined cardiac segments based on cardiology models, with consensus from two cardiologists.
- Developed a reference atlas with written guidelines and tested by six radiation oncologists.
- Assessed spatial variation using DICE similarity coefficient (DSC) and directed Hausdorff average distance (d→H,avg).
Main Results:
- The atlas facilitated contouring of 15 cardiac segments with varying inter-observer agreement (DSC 0.60-0.73 for LV, 0.10-0.53 for coronary arteries).
- Inter-observer contour separation ranged from 1.5-2.2mm for LV segments and 1.3-5.1mm for coronary arteries.
- Spatial variation led to minimal dose variation (<1Gy) for most segments, but significant variation (1.2-21.8Gy) for segments near a field edge.
Conclusions:
- The developed cardiac atlas enables reproducible contouring of left ventricle and main coronary artery segments.
- This standardization is essential for future studies correlating cardiac radiation doses with clinical outcomes.
- Facilitates more accurate radiation therapy planning and outcome assessment in cardiac patients.
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