Machine learning based real-time radiation dose assessment

摘要

A computer-implemented method for performing radiation dose assessment includes acquiring a plurality of parameters related to an image scanner configured to apply a heat or radiation dose to a subject during imaging. A plurality of features is extracted from the plurality of parameters. A dose map of a region of interest in the room is generated by applying a machine learning model to the plurality of features and the interventional room scene.