Deep learning-based prediction of deliverable adaptive plans for MR-guided adaptive radiotherapy: A feasibility study.

Frontiers in oncology(2023)

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摘要
We have proposed and demonstrated a deep learning method to generate adaptive plans automatically and rapidly for MRgOART. With further developments using large datasets and the inclusion of patient contours, the method may be implemented to accelerate MRgOART process or even to facilitate MRgRART.
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关键词
MR-guided adaptive radiation therapy,adaptive radiation therapy,deep-learning,online replanning,real-time adaptation
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