Real-time liver tracking algorithm based on LSTM and SVR networks for use in surface-guided radiation therapy

Real-time liver tracking algorithm based on LSTM and SVR networks for use in surface-guided radiation therapy

Abstract Background Surface-guided radiation therapy can be used to continuously monitor a patient’s surface motions during radiotherapy by a non-irradiating, noninvasive optical surface imaging technique. In this study, machine learning methods were applied to predict external respiratory motion si...

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Bibliographic Details
Main Authors: Guangyu Wang, Zhibin Li, Guangjun Li, Guyu Dai, Qing Xiao, Long Bai, Yisong He, Yaxin Liu, Sen Bai
Format: Article
Language:English
Published: BMC 2021-01-01
Series:Radiation Oncology
Subjects:
Radiotherapy
Respiratory motion
Liver tracking
LSTM
SVR
Prediction
Online Access:https://doi.org/10.1186/s13014-020-01729-7

Internet

https://doi.org/10.1186/s13014-020-01729-7

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