most citedRadOnc-GPT: An Autonomous LLM Agent for Real-Time Patient Outcomes Labeling at Scale

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physics.med-ph2026

A Two-Stage Framework for Fast Proton Spot Map Generation in Pencil Beam Scanning Prostate SBRT Planning

Xueyan Tang, Hok Wan Chan Tseung, Mark Pepin +6

Background: In pencil beam scanning (PBS) proton therapy, plans are delivered as proton spot maps (PSMs). Although deep learning can rapidly predict 3D dose, direct conversion of d…