Clinical Evaluation of Deep Learning-Based Auto-Segmentation Toward MRI-Only Prostate Radiotherapy

We evaluated the clinical acceptability of deep learning-based auto-segmentation models for prostate radiotherapy, one for MRI and one for MRCAT delineation. Both models demonstrated superior accuracy, and a high degree of consistency, offering the potential for significant time saving in treatment planning and improved workflow efficiency.