Combined optimization of spot positions and weights for better FLASH proton therapy
In Intensity Modulated Proton Therapy (IMPT), the weights of individual pencil-beams or spots are optimized to fulfil dosimetric constraints. Theses spots are usually located on a regular lattice and their positions are fixed during optimization. In many cases, the range of spot weights may however...
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Veröffentlicht in: | Physics in medicine & biology 2024-06, Vol.69 (12) |
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Zusammenfassung: | In Intensity Modulated Proton Therapy (IMPT), the weights of individual pencil-beams or spots are optimized to fulfil dosimetric constraints. Theses spots are usually located on a regular lattice and their positions are fixed during optimization. In many cases, the range of spot weights may however be limited, leading sometimes to sub-optimal plan quality. An emblematic use case is the delivery of a plan at ultra-high dose rate (FLASH-RT), for which the spot weights are typically constrained to high values.
. To improve further the quality of IMPT FLASH plans, we propose here a novel algorithm to optimize both the spot weights and positions directly based on the objectives defined by the treatment planner.
. For all cases considered, optimizing the spot positions lead to an enhanced dosimetric score, while maintaining a high dose rate.
. Overall, this approach resulted in a substantial plan quality improvement compared to optimizing only the spot weights, and in a similar execution time. |
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ISSN: | 0031-9155 1361-6560 |
DOI: | 10.1088/1361-6560/ad4c53 |