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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.
Insights
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.
Background And Purpose:
The heart is a complex anatomical organ and contouring the cardiac substructures is challenging. This study presents a reproducible method for contouring left ventricular and coronary arterial segments on radiotherapy CT-planning scans.
Material And Methods:
Segments were defined from cardiology models and agreed by two cardiologists. Reference atlas contours were delineated and written guidelines prepared. Six radiation oncologists tested the atlas. Spatial variation was assessed using the DICE similarity coefficient (DSC) and the directed Hausdorff average distance (d→H,avg). The effect of spatial variation on doses was assessed using six different breast cancer regimens.
Results:
The atlas enabled contouring of 15 cardiac segments. Inter-observer contour overlap (mean DSC) was 0.60-0.73 for five left ventricular segments and 0.10-0.53 for ten coronary arterial segments. Inter-observer contour separation (mean d→H,avg) was 1.5-2.2mm for left ventricular segments and 1.3-5.1mm for coronary artery segments. This spatial variation resulted in <1Gy dose variation for most regimens and segments, but 1.2-21.8Gy variation for segments close to a field edge.
Conclusions:
This cardiac atlas enables reproducible contouring of segments of the left ventricle and main coronary arteries to facilitate future studies relating cardiac radiation doses to clinical outcomes.
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