M. Lowe

Performance of deep learning auto-segmentation models for cardiac substructures in paediatric proton beam therapy

Accurate segmentation of cardiac chambers and substructures is fundamental for quantifying radiation exposure and studying late cardiovascular side-effects in children receiving thoracic radiotherapy. Manual segmentation is time consuming and subject to inter-observer variability, therefore limiting its use in ca...