A proof-of-concept study of direct magnetic resonance imaging-based proton dose calculation for brain tumors via neural networks with Monte Carlo-comparable accuracy.
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| Title: | A proof-of-concept study of direct magnetic resonance imaging-based proton dose calculation for brain tumors via neural networks with Monte Carlo-comparable accuracy. |
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| Authors: | Li M; Center for Proton Therapy, Paul Scherrer Institute (PSI), Switzerland.; Department of Physics, ETH Zurich, Switzerland., Winterhalter C; Center for Proton Therapy, Paul Scherrer Institute (PSI), Switzerland., Li X; Center for Proton Therapy, Paul Scherrer Institute (PSI), Switzerland.; Department of Computer Science, ETH Zurich, Switzerland., Safai S; Center for Proton Therapy, Paul Scherrer Institute (PSI), Switzerland., Lomax A; Center for Proton Therapy, Paul Scherrer Institute (PSI), Switzerland.; Department of Physics, ETH Zurich, Switzerland., Zhang Y; Center for Proton Therapy, Paul Scherrer Institute (PSI), Switzerland. |
| Source: | Physics and imaging in radiation oncology [Phys Imaging Radiat Oncol] 2025 Jul 05; Vol. 35, pp. 100806. Date of Electronic Publication: 2025 Jul 05 (Print Publication: 2025). |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Elsevier B.V Country of Publication: Netherlands NLM ID: 101704276 Publication Model: eCollection Cited Medium: Internet ISSN: 2405-6316 (Electronic) Linking ISSN: 24056316 NLM ISO Abbreviation: Phys Imaging Radiat Oncol Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
| ISSN: | 2405-6316 |
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| DOI: | 10.1016/j.phro.2025.100806 |
