Feasibility Study on Deformable Image Registration for Lung SBRT Patients for Dose-Driven Adaptive Therapy

HTML  XML Download Download as PDF (Size: 2371KB)  PP. 224-232  
DOI: 10.4236/ijmpcero.2015.43027    3,011 Downloads   3,874 Views  Citations

ABSTRACT

The purpose of the study was to evaluate a treatment dose using planning computed tomography (pCT) that was deformed to pre-treatment cone beam computed tomography (CBCT) for lung stereotactic body radiation therapy (SBRT) treatment. Five lung SBRT patients were retrospectively selected, and their daily CBCTs were employed in this study. Dosimetric comparison was performed between the original and recalculated plans from the deformed pCT (dose per fraction) by comparing a target coverage and organs at risk. Dose summation of five fractions was computed and compared to the original plan. A phantom study was conducted to evaluate the dosimetric accuracy for the dose per fraction. In the phantom study, the difference between the mean Hounsfield Unit (HU) values of the original and deformed pCTs is less than 0.5%. In patient study, the mean HU deviation of the five deformed pCTs compared to that of the original pCT was within ±5%, which is dosimetrically insignificant. While the internal target volume (ITV) shrank by 17% on average among the five patients, mean lung dose (MLD) increased by up to 7%, and D95% of PTV decreased slightly but stayed within 5%. Results showed that MLD might be a better indicative metric of normal lung dose than V20Gy as the ITV volume decreases. This study showed a feasibility to use a deformed pCT for evaluation of the dose per fraction and for a possible plan adaptation in lung SBRT cases. Readers should be cautious in selecting patients before clinical application due to the image quality of CBCT.

Share and Cite:

Han, E. , Chao, M. , Zhang, X. and Penagaricano, J. (2015) Feasibility Study on Deformable Image Registration for Lung SBRT Patients for Dose-Driven Adaptive Therapy. International Journal of Medical Physics, Clinical Engineering and Radiation Oncology, 4, 224-232. doi: 10.4236/ijmpcero.2015.43027.

Cited by

[1] Comparison of the internal target volume (ITV) contours and dose calculations on 4DCT, average CBCT, and 4DCBCT imaging for lung stereotactic body radiation …
2020
[2] An improved method for analyzing and reporting patterns of in-field recurrence after stereotactic ablative radiotherapy in early-stage non-small cell lung …
2020
[3] A Scale-Adaptive Matching Algorithm for Underwater Acoustic and Optical Images
2020
[4] “Dose of the day” based on cone beam computed tomography and deformable image registration for lung cancer radiotherapy
2019
[5] Toward adaptive radiotherapy for lung patients: feasibility study on deforming planning CT to CBCT to assess the impact of anatomical changes on dosimetry
Physics in Medicine & Biology, 2018
[6] Evaluation of CT to CBCT non-linear dense anatomical block matching registration for prostate patients
2018
[7] Mitigating differential baseline shifts in locally advanced lung cancer patients using an average anatomy model
Medical physics, 2017
[8] Development of image registration methods for aided diagnosis and monitoring in computed tomography
2016
[9] Cone Beam Computed Tomography: The Challenges and Strategies in Its Application for Dose Accumulation
Journal of Medical Imaging and Radiation Sciences, 2015

Copyright © 2024 by authors and Scientific Research Publishing Inc.

Creative Commons License

This work and the related PDF file are licensed under a Creative Commons Attribution 4.0 International License.