Beam mask and sliding window-facilitated deep learning-based accurate and efficient dose prediction for pencil beam scanning proton therapy

BACKGROUND: Accurate and efficient dose calculation is essential for on-line adaptive planning in proton therapy. Deep learning (DL) has shown promising dose prediction results in photon therapy. However, there is a scarcity of DL-based dose prediction methods specifically designed for proton therap...

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Detalles Bibliográficos
Autores principales: Zhang, Lian, Holmes, Jason M., Liu, Zhengliang, Vora, Sujay A., Sio, Terence T., Vargas, Carlos E., Yu, Nathan Y., Keole, Sameer R., Schild, Steven E., Bues, Martin, Li, Sheng, Liu, Tianming, Shen, Jiajian, Wong, William W., Liu, Wei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cornell University 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10312803/
https://www.ncbi.nlm.nih.gov/pubmed/37396612

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10312803/
https://www.ncbi.nlm.nih.gov/pubmed/37396612

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