Machine learning to predict environmental dose rates from a radionuclide therapy service- A proof of concept study.

This work demonstrates that machine learning can predict environmental radiation dose rates in the areas surrounding radionuclide therapy wastewater pipework and indicates that it has the potential to play a role in improving legislative compliance, the accuracy of radiation safety and use of staff time and resources.