A Feasibility of Respiration Prediction Based on Deep Bi-LSTM for Real-Time Tumor Tracking

A Feasibility of Respiration Prediction Based on Deep Bi-LSTM for Real-Time Tumor Tracking

In radiotherapy, the position of thoracic-abdominal tumor is changing due to respiratory motion. Real-time tracking of thoracic-abdominal tumors is of great significance in improving the treatment effect of radiotherapy. The accurate prediction of thoracic-abdominal tumor motion is required to compe...

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Bibliographic Details
Main Authors: Ran Wang, Xiaokun Liang, Xuanyu Zhu, Yaoqin Xie
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Radiotherapy
respiratory prediction
tumor tracking
bidirectional long short term memory
Online Access:https://ieeexplore.ieee.org/document/8466576/

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