D. Bernstein
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View article: Evaluation of Radiotherapy Plan Robustness: A Systematic Literature Review
Evaluation of Radiotherapy Plan Robustness: A Systematic Literature Review Open
Currently, there is no international consensus on evaluating plan robustness. We recommend combining DVH-based metrics with spatially informative voxel-based approaches. Establishing a standardised framework for robustness evaluation, alon…
View article: Evaluation of PTV margins and plan robustness for single isocentre multiple target stereotactic radiosurgery
Evaluation of PTV margins and plan robustness for single isocentre multiple target stereotactic radiosurgery Open
Plans were shown to be robust to average geometrical uncertainties despite targets having no margins, however occurrence of GTV under-coverage increased under 95th percentile scenarios. The margin was proven to substantially improve the ta…
View article: Learning from Partially Overlapping Labels: Image Segmentation under Annotation Shift
Learning from Partially Overlapping Labels: Image Segmentation under Annotation Shift Open
Scarcity of high quality annotated images remains a limiting factor for training accurate image segmentation models. While more and more annotated datasets become publicly available, the number of samples in each individual database is oft…
View article: New target volume delineation and PTV strategies to further personalise radiotherapy
New target volume delineation and PTV strategies to further personalise radiotherapy Open
Target volume delineation uncertainty (DU) is arguably one of the largest geometric uncertainties in radiotherapy that are accounted for using planning target volume (PTV) margins. Geometrical uncertainties are typically derived from a lim…