TY  - JOUR
A1  - Hardcastle, Nicholas
A1  - Tomé, Wolfgang A.
A1  - Cannon, Donald M.
A1  - Brouwer, Charlotte L.
A1  - Wittendorp, Paul W. H.
A1  - Dogan, Nesrin
A1  - Guckenberger, Matthias
A1  - Allaire, Stéphane
A1  - Mallya, Yogish
A1  - Kumar, Prashant
A1  - Oechsner, Markus
A1  - Richter, Anne
A1  - Song, Shiyu
A1  - Myers, Michael
A1  - Polat, Bülent
A1  - Bzdusek, Karl
T1  - A multi-institution evaluation of deformable image registration algorithms for automatic organ delineation in adaptive head and neck radiotherapy
JF  - Radiation Oncology
N2  - Background: Adaptive Radiotherapy aims to identify anatomical deviations during a radiotherapy course and modify the treatment plan to maintain treatment objectives. This requires regions of interest (ROIs) to be defined using the most recent imaging data. This study investigates the clinical utility of using deformable image registration (DIR) to automatically propagate ROIs. 
Methods: Target (GTV) and organ-at-risk (OAR) ROIs were non-rigidly propagated from a planning CT scan to a per-treatment CT scan for 22 patients. Propagated ROIs were quantitatively compared with expert physician-drawn ROIs on the per-treatment scan using Dice scores and mean slicewise Hausdorff distances, and center of mass distances for GTVs. The propagated ROIs were qualitatively examined by experts and scored based on their clinical utility. 
Results: Good agreement between the DIR-propagated ROIs and expert-drawn ROIs was observed based on the metrics used. 94% of all ROIs generated using DIR were scored as being clinically useful, requiring minimal or no edits. However, 27% (12/44) of the GTVs required major edits. 
Conclusion: DIR was successfully used on 22 patients to propagate target and OAR structures for ART with good anatomical agreement for OARs. It is recommended that propagated target structures be thoroughly reviewed by the treating physician.
KW  - intensity-modulated radiotherapy
KW  - megavoltage computed-tomography
KW  - cancer
KW  - variability
KW  - strategies
KW  - risk
Y1  - 2012
U6  - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-134756
VL  - 7
IS  - 90
ER  -