Abstract

This retrospective study presents the results of a machine-learning (ML) algorithm used to automatically generate high-quality, prostate low-dose-rate (LDR) brachytherapy treatment plans. The algorithm can replicate several characteristics of expert created pre-operative LDR treatment plans. The planning efficiency, dosimetry, and quality (as assessed by experts) of pre-operative plans generated with an ML model was evaluated.

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