Multi-head automated segmentation by incorporating detection head into the contextual layer neural network

Edwin Kys, Febian Febian

Deep learning based auto segmentation is increasingly used in radiotherapy, but conventional models often produce anatomically implausible false positives, or hallucinations, in sl…