Machine-learning-based integration of temporal and spectral prompt gamma-ray information for proton range verification

Background and Purpose:: Prompt gamma-ray timing (PGT) and prompt gamma-ray spectroscopy (PGS) are non-invasive techniques for dose delivery monitoring in proton radiotherapy. Integrating PGT and PGS into a unified data analysis framework may improve proton range verification by incorporating both t...

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Autores principales:	Aaron Kieslich, Sonja M. Schellhammer, Alex Zwanenburg, Toni Kögler, Steffen Löck
Formato:	Artigo
Lenguaje:	Inglês
Publicado:	Elsevier 2025-07-01
Colección:	Physics and Imaging in Radiation Oncology
Materias:	Proton radiotherapy Treatment verification Prompt gamma-ray timing Machine learning Multivariate modelling
Acceso en línea:	http://www.sciencedirect.com/science/article/pii/S2405631625000934
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