Sub-second photon dose prediction via transformer neural networks.
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DOI: 10.1002/mp.16231
Abstract: BACKGROUND Fast dose calculation is critical for online and real time adaptive therapy workflows. While modern physics-based dose algorithms must compromise accuracy to achieve low computation times, deep learning models can potentially perform dose prediction… read more here.
Keywords: dose; dose prediction; photon dose; photon ... See more keywords
Abstract ID: 377 The photon dose calculation algorithms
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DOI: 10.1016/j.ejmp.2018.04.386
Abstract: Purpose An overview of the photon dose calculation algorithm is given according to the classification in type “a” (no lateral electron transport included), type “b” (with lateral electron transport estimation), type “c” (true Monte Carlo… read more here.
Keywords: abstract 377; calculation; dose calculation; photon dose ... See more keywords
Evaluation of the photon dose calculation accuracy in radiation therapy of malignant pleural mesothelioma
Sign Up to like & getrecommendations! Published in 2018 at "Journal of Cancer Research and Therapeutics"
DOI: 10.4103/0973-1482.187284
Abstract: Background: Photon dose distribution of malignant pleural mesothelioma (MPM) in matched photon-electron technique is influenced by media inhomogeneity, lateral electronic disequilibrium at interfaces and narrow field. These may influence the dose calculation accuracy, calculated by… read more here.
Keywords: photon; dose calculation; calculation accuracy; calculation ... See more keywords