Deep learning for dose-averaged linear energy transfer estimation in pencil-beam scanning and double scattering proton radiotherapy plans with uncertainty-aware external validation.
- DOI
- 10.1016/j.phro.2026.100998
- Published
- 2026 May
- Container
- Physics and imaging in radiation oncology
- Publisher
- Not recorded
- Open access
- yes
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Cite this work
BibTeX
@article{allodium:10.1016/j.phro.2026.100998,
title = {Deep learning for dose-averaged linear energy transfer estimation in pencil-beam scanning and double scattering proton radiotherapy plans with uncertainty-aware external validation.},
author = {Kieslich A and Singh Y and Palkowitsch M and Starke S and Hennings F and Troost EGC and Krause M and Bensberg J and Lühr A and Heinzelmann F and Bäumer C and Timmermann B and Depauw N and Shih HA and Löck S},
year = {2026},
journal = {Physics and imaging in radiation oncology},
doi = {10.1016/j.phro.2026.100998},
url = {https://doi.org/10.1016/j.phro.2026.100998}
}RIS
TY - JOUR TI - Deep learning for dose-averaged linear energy transfer estimation in pencil-beam scanning and double scattering proton radiotherapy plans with uncertainty-aware external validation. AU - Kieslich A AU - Singh Y AU - Palkowitsch M AU - Starke S AU - Hennings F AU - Troost EGC AU - Krause M AU - Bensberg J AU - Lühr A AU - Heinzelmann F AU - Bäumer C AU - Timmermann B AU - Depauw N AU - Shih HA AU - Löck S PY - 2026 JO - Physics and imaging in radiation oncology DO - 10.1016/j.phro.2026.100998 UR - https://doi.org/10.1016/j.phro.2026.100998 ER -
APA
A, K., Y, S., M, P., S, S., F, H., EGC, T., M, K., J, B., A, L., F, H., C, B., B, T., N, D., HA, S., & S, L. (2026). Deep learning for dose-averaged linear energy transfer estimation in pencil-beam scanning and double scattering proton radiotherapy plans with uncertainty-aware external validation.. Physics and imaging in radiation oncology. https://doi.org/10.1016/j.phro.2026.100998
Source records
- pubmed · retrieved 2026-09-26T02:04:52.348Z