Deep learning segmentation of organs-at-risk with integration into clinical workflow for pediatric brain radiotherapy.

The pediatric brain segmentation tool showed promising performance on five OARs linked to neurocognitive functions and can easily be extended for additional structures. The proposed integration to the clinic enables easy access to the tool from clinical platforms and minimizes disruption to existing workflow while maximizing its benefits.