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Foresight planning: Radiotherapy plan optimization via self‐supervised model predictive control

Treatment planning for intensity‐modulated radiation therapy (IMRT) and volumetric modulated arc therapy (VMAT) relies on meticulous operation of the inverse optimization, a complex and iterative process of adjusting dose‐volume objectives… Click to show full abstract

Treatment planning for intensity‐modulated radiation therapy (IMRT) and volumetric modulated arc therapy (VMAT) relies on meticulous operation of the inverse optimization, a complex and iterative process of adjusting dose‐volume objectives to achieve an optimal dose distribution. This is a trial‐and‐error process due to the black box nature of the optimization engine.

Keywords: planning radiotherapy; via self; foresight planning; optimization via; radiotherapy plan; plan optimization

Journal Title: Medical Physics
Year Published: 2025

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