Radiotherapy quality assurance in the PRO-GLIO trial: results from a dummy run comparing experts across twelve institutions in two Scandinavian countries.
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Heggebø Liv Cathrine, Hellebust Taran Paulsen, Henry Thomas, Fjæra Lars Fredrik, Ottestad Andreas, Rylander Hillevi, Hervani Maziar, Evensen Morten Egeberg, Gustafsson Magnus, Blakstad Hanne, Sprauten Mette, Magelssen Henriette, Moorthy Janani, Andersson Karin M, Dahlgren Christina Vallhagen, Goplen Dorota, Brekke Jorunn, Johannessen Tor-Christian Aase, Solheim Tora S, Marienhagen Kirsten, Bergström Per, Agrup Måns, Kinhult Sara, Alkner Sara, Dahl Ludvig, Kristensen Ingrid, Gubanski Michael, Zupancic Mark, Strandeus Michael, Raunert Ingela, Flejmer Anna, Jakobsson Frida, Ramberg Christina, Werlenius Katja, Blomstrand Malin, Brandal Petter
Аннотация
METHODS: Five experts established consensus delineations for target volumes and defined OOI in two IDH-mutated gliomas cases. Next, target volumes and OOI were delineated by experts from 12 treatment centers participating in the PRO-GLIO trial, and by deep learning segmentation (DLS). These structures were compared to consensus contours based on predefined quantitative and qualitative parameters. Proton and photon treatment planning were performed on the consensus delineations by 11 centers.
RESULTS: Median dice similarity coefficient (DSC) for clinical target volume (CTV) was 0.92 for both cases, whereas the median 95th percentile Hausdorff distance for CTV was 0.54 cm and 0.65 cm. Larger variability in DSC and volume size was seen for OOI, e.g., a median DSC of 0.47 and 0.64 for the optic chiasm and between 0.61 and 0.77 for the hippocampi. DSC-derived DLS-values were within the range of manual delineations for all OOI.
CONCLUSIONS: Delineation variation between study centers was minor for target volumes, especially for DSC of CTV. Variability was considerably higher for several OOI, representing a potential hazard not least with new and more precise radiotherapy techniques. Interestingly, DLS performed OOI-segmentation within the range of manual experts and represents a reasonable OOI-segmentation alternative in the future.