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Monte Carlo Dose Calculation Using MRI Based Synthetic CT Generated by Fully Convolutional Neural Network for Gamma Knife Radiosurgery
The aim of this work is to study the dosimetric effect from generated synthetic computed tomography (sCT) from magnetic resonance (MR) images using a deep learning algorithm for Gamma Knife (GK) stereotactic radiosurgery (SRS). The Monte Carlo (MC) method is used for dose calculations. Thirty patien...
Autores principales: | Yuan, Jiankui, Fredman, Elisha, Jin, Jian-Yue, Choi, Serah, Mansur, David, Sloan, Andrew, Machtay, Mitchell, Zheng, Yiran |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8504229/ https://www.ncbi.nlm.nih.gov/pubmed/34632872 http://dx.doi.org/10.1177/15330338211046433 |
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