Monte Carlo Dose Calculation Using MRI Based Synthetic CT Generated by Fully Convolutional Neural Network for Gamma Knife Radiosurgery

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...

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Bibliographic Details
Main Authors: Jiankui Yuan PhD, Elisha Fredman MD, Jian-Yue Jin PhD, Serah Choi MD, David Mansur MD, Andrew Sloan MD, Mitchell Machtay MD, Yiran Zheng PhD
Format: Article
Language:English
Published: SAGE Publishing 2021-10-01
Series:Technology in Cancer Research & Treatment
Online Access:https://doi.org/10.1177/15330338211046433

Internet

https://doi.org/10.1177/15330338211046433

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