Feasibility Study of Automated Framework for Estimating Lung Tumor Locations for Target-Based Patient Positioning in Stereotactic Body Radiotherapy
Joint Authors
Hirata, Hideki
Yoshidome, Satoshi
Nakamura, Katsumasa
Shioyama, Yoshiyuki
Atsumi, Kazushige
Nakamura, Yasuhiko
Yoshikawa, Hideki
Nishikawa, Kei
Arimura, Hidetaka
Source
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-9, 9 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-01-05
Country of Publication
Egypt
No. of Pages
9
Main Subjects
Abstract EN
Objective.
To investigate the feasibility of an automated framework for estimating the lung tumor locations for tumor-based patient positioning with megavolt-cone-beam computed tomography (MV-CBCT) during stereotactic body radiotherapy (SBRT).
Methods.
A lung screening phantom and ten lung cancer cases with solid lung tumors, who were treated with SBRT, were employed to this study.
The locations of tumors in MV-CBCT images were estimated using a tumor-template matching technique between a tumor template and the MV-CBCT.
Tumor templates were produced by cropping the gross tumor volume (GTV) regions, which were enhanced by a Sobel filter or a blob structure enhancement (BSE) filter.
Reference tumor locations (grand truth) were determined based on a consensus between a radiation oncologist and a medical physicist.
Results.
According to the results of the phantom study, the average Euclidean distances of the location errors in the original, Sobel-filtered, and BSE-filtered images were 2.0 ± 4.1 mm, 12.8 ± 9.4 mm, and 0.4 ± 0.5 mm, respectively.
For clinical cases, these were 3.4 ± 7.1 mm, 7.2 ± 11.6 mm, and 1.6 ± 1.2 mm, respectively.
Conclusion.
The feasibility study suggests that our proposed framework based on the BSE filter may be a useful tool for tumor-based patient positioning in SBRT.
American Psychological Association (APA)
Yoshidome, Satoshi& Arimura, Hidetaka& Nakamura, Katsumasa& Shioyama, Yoshiyuki& Atsumi, Kazushige& Nakamura, Yasuhiko…[et al.]. 2015. Feasibility Study of Automated Framework for Estimating Lung Tumor Locations for Target-Based Patient Positioning in Stereotactic Body Radiotherapy. BioMed Research International،Vol. 2015, no. 2015, pp.1-9.
https://search.emarefa.net/detail/BIM-1056305
Modern Language Association (MLA)
Yoshidome, Satoshi…[et al.]. Feasibility Study of Automated Framework for Estimating Lung Tumor Locations for Target-Based Patient Positioning in Stereotactic Body Radiotherapy. BioMed Research International No. 2015 (2015), pp.1-9.
https://search.emarefa.net/detail/BIM-1056305
American Medical Association (AMA)
Yoshidome, Satoshi& Arimura, Hidetaka& Nakamura, Katsumasa& Shioyama, Yoshiyuki& Atsumi, Kazushige& Nakamura, Yasuhiko…[et al.]. Feasibility Study of Automated Framework for Estimating Lung Tumor Locations for Target-Based Patient Positioning in Stereotactic Body Radiotherapy. BioMed Research International. 2015. Vol. 2015, no. 2015, pp.1-9.
https://search.emarefa.net/detail/BIM-1056305
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1056305