Online Dose Verification in VHEE Radiotherapy Using Bremsstrahlung Radiation
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arXiv
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| Autores principales: | , , , , |
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| Formato: | Preprint |
| Publicado: |
2025
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| _version_ | 1866908897874280448 |
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| author | Urso, Francesco Carra, Pietro Ciarrocchi, Esther Morrocchi, Matteo Bisogni, Maria Giuseppina |
| author_facet | Urso, Francesco Carra, Pietro Ciarrocchi, Esther Morrocchi, Matteo Bisogni, Maria Giuseppina |
| contents | Very high energy electrons (VHEE) in the 50-250 MeV range, delivered in short pulses at ultra-high dose rates, are proposed for clinical FLASH radiotherapy (RT) targeting deep-seated tumors. The clinical implementation of VHEE-FLASH RT requires online verification to optimize dose delivery. In this study we propose a novel online dose verification technique based on the detection of bremsstrahlung photons during VHEE interactions with matter. A polymethyl methacrylate (PMMA) phantom was simulated to evaluate the dose deposited by a VHEE beam and to optimise the system design to detect the bremsstralung radiation. Experimental validation was performed at the Beam Test Facility at Laboratori Nazionali di Frascati (Isituto Nazionale di Fisica Nucleare-INFN). A deep learning pipeline was developed to reconstruct the dose distribution in the phantom based on the bremsstrahlung radiation profile. Experimental results demonstrated successful detection of bremsstrahlung radiation emitted orthogonally to the beam axis. The deep learning model achieved accurate dose reconstruction based on the bremsstrahlung radiation profile with a discrepancy of less than 2 percent compared to the simulated dose distribution. This study confirms that bremsstrahlung detection provides a viable online verification for VHEE RT. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2509_13056 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Online Dose Verification in VHEE Radiotherapy Using Bremsstrahlung Radiation Urso, Francesco Carra, Pietro Ciarrocchi, Esther Morrocchi, Matteo Bisogni, Maria Giuseppina Medical Physics Very high energy electrons (VHEE) in the 50-250 MeV range, delivered in short pulses at ultra-high dose rates, are proposed for clinical FLASH radiotherapy (RT) targeting deep-seated tumors. The clinical implementation of VHEE-FLASH RT requires online verification to optimize dose delivery. In this study we propose a novel online dose verification technique based on the detection of bremsstrahlung photons during VHEE interactions with matter. A polymethyl methacrylate (PMMA) phantom was simulated to evaluate the dose deposited by a VHEE beam and to optimise the system design to detect the bremsstralung radiation. Experimental validation was performed at the Beam Test Facility at Laboratori Nazionali di Frascati (Isituto Nazionale di Fisica Nucleare-INFN). A deep learning pipeline was developed to reconstruct the dose distribution in the phantom based on the bremsstrahlung radiation profile. Experimental results demonstrated successful detection of bremsstrahlung radiation emitted orthogonally to the beam axis. The deep learning model achieved accurate dose reconstruction based on the bremsstrahlung radiation profile with a discrepancy of less than 2 percent compared to the simulated dose distribution. This study confirms that bremsstrahlung detection provides a viable online verification for VHEE RT. |
| title | Online Dose Verification in VHEE Radiotherapy Using Bremsstrahlung Radiation |
| topic | Medical Physics |
| url | https://arxiv.org/abs/2509.13056 |