Physics in medicine and biologyRadiotherapy PlanningComputer-AssistedRadiotherapyIntensity-ModulatedHumans
Automating IMRT planning for cervical cancer using dimension-scaled prior-based Vanilla Bayesian optimization.
Vinay Saini, Sanjay Barman, Satyajit Pradhan, Abhishek Shinghal, Ankita Kapoor, Neeraj Sharma
Published: 202510.1088/1361-6560/ae2419
Abstract
Objective.Manual inverse planning for radiation therapy is labor-intensive and often prone to inconsistent plan quality due to multiple adjustable planning hyperparameters, varying planner experience, and differing time constraints. Automated treatme…
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