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Motivated by recent advances in deep learning, the purpose of this study was to investigate a deep learning method in automatic segment and reconstruct applicators in computed tomography (CT) images for cervix brachytherapy treatment planning.

Deep learning applications in automatic segmentation and reconstruction in CT-based cervix brachytherapy