Convolutional Neural Network (CNN) Based Three Dimensional Tumor Localization Using Single X-Ray Projection

Convolutional Neural Network (CNN) Based Three Dimensional Tumor Localization Using Single X-Ray Projection

Accurate localization of lung tumor in real time based on a single X-ray projection is of great interest to the tumor-tracking radiotherapy but is very challenging. In this paper, a convolutional neural network (CNN)-based tumor localization method was proposed to address this problem with the aid o...

Full description

Bibliographic Details
Main Authors: Ran Wei, Fugen Zhou, Bo Liu, Xiangzhi Bai, Dongshan Fu, Yongbao Li, Bin Liang, Qiuwen Wu
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Convolutional neural network (CNN)
PCA breathing motion modeling
single x-ray projection
tumor localization
volumetric imaging
Online Access:https://ieeexplore.ieee.org/document/8642382/

Internet

https://ieeexplore.ieee.org/document/8642382/

Similar Items