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Think Before You Beam: When AI Learns to Plan Like a Physicist

Beam planning sounds like the sort of work automation should have solved years ago. There is a target. There are organs at risk. There are dose constraints. There is an optimizer. Surely the machine should find the best plan while humans do something more dignified than nudging parameters inside a treatment planning system for the seventeenth time. ...

December 24, 2025 · 14 min · Zelina