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most citedAutomating proton PBS treatment planning for head and neck cancers using policy gradient-based deep reinforcement learning

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cs.AI2026

An Evidence-Driven Multi-Agent Compound AI System for Head and Neck Proton Radiotherapy Planning

Qingqing Wang, Liqiang Xiao, Chang Chang

Radiation treatment planning requires balancing competing objectives to satisfy clinical criteria while accommodating physicians' preferences. This study aims to develop an evidenc…