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Title: SU-F-J-194: Development of Dose-Based Image Guided Proton Therapy Workflow

Abstract

Purpose: To implement image-guided proton therapy (IGPT) based on daily proton dose distribution. Methods: Unlike x-ray therapy, simple alignment based on anatomy cannot ensure proper dose coverage in proton therapy. Anatomy changes along the beam path may lead to underdosing the target, or overdosing the organ-at-risk (OAR). With an in-room mobile computed tomography (CT) system, we are developing a dose-based IGPT software tool that allows patient positioning and treatment adaption based on daily dose distributions. During an IGPT treatment, daily CT images are acquired in treatment position. After initial positioning based on rigid image registration, proton dose distribution is calculated on daily CT images. The target and OARs are automatically delineated via deformable image registration. Dose distributions are evaluated to decide if repositioning or plan adaptation is necessary in order to achieve proper coverage of the target and sparing of OARs. Besides online dose-based image guidance, the software tool can also map daily treatment doses to the treatment planning CT images for offline adaptive treatment. Results: An in-room helical CT system is commissioned for IGPT purposes. It produces accurate CT numbers that allow proton dose calculation. GPU-based deformable image registration algorithms are developed and evaluated for automatic ROI-delineation and dosemore » mapping. The online and offline IGPT functionalities are evaluated with daily CT images of the proton patients. Conclusion: The online and offline IGPT software tool may improve the safety and quality of proton treatment by allowing dose-based IGPT and adaptive proton treatments. Research is partially supported by Mevion Medical Systems.« less

Authors:
; ; ; ; ; ; ; ; ; ; ;  [1]
  1. Washington University School of Medicine, Saint Louis, MO (United States)
Publication Date:
OSTI Identifier:
22634790
Resource Type:
Journal Article
Resource Relation:
Journal Name: Medical Physics; Journal Volume: 43; Journal Issue: 6; Other Information: (c) 2016 American Association of Physicists in Medicine; Country of input: International Atomic Energy Agency (IAEA)
Country of Publication:
United States
Language:
English
Subject:
60 APPLIED LIFE SCIENCES; 61 RADIATION PROTECTION AND DOSIMETRY; ALGORITHMS; ALIGNMENT; ANATOMY; COMPUTER CODES; COMPUTERIZED TOMOGRAPHY; HAZARDS; IMAGE PROCESSING; IMAGES; ORGANS; PATIENTS; POSITIONING; PROTON BEAMS; RADIATION DOSE DISTRIBUTIONS; RADIATION DOSES; RADIOTHERAPY

Citation Formats

Pham, R, Sun, B, Zhao, T, Li, H, Yang, D, Grantham, K, Goddu, S, Santanam, L, Bradley, J, Mutic, S, Kandlakunta, P, and Zhang, T. SU-F-J-194: Development of Dose-Based Image Guided Proton Therapy Workflow. United States: N. p., 2016. Web. doi:10.1118/1.4956102.
Pham, R, Sun, B, Zhao, T, Li, H, Yang, D, Grantham, K, Goddu, S, Santanam, L, Bradley, J, Mutic, S, Kandlakunta, P, & Zhang, T. SU-F-J-194: Development of Dose-Based Image Guided Proton Therapy Workflow. United States. doi:10.1118/1.4956102.
Pham, R, Sun, B, Zhao, T, Li, H, Yang, D, Grantham, K, Goddu, S, Santanam, L, Bradley, J, Mutic, S, Kandlakunta, P, and Zhang, T. Wed . "SU-F-J-194: Development of Dose-Based Image Guided Proton Therapy Workflow". United States. doi:10.1118/1.4956102.
@article{osti_22634790,
title = {SU-F-J-194: Development of Dose-Based Image Guided Proton Therapy Workflow},
author = {Pham, R and Sun, B and Zhao, T and Li, H and Yang, D and Grantham, K and Goddu, S and Santanam, L and Bradley, J and Mutic, S and Kandlakunta, P and Zhang, T},
abstractNote = {Purpose: To implement image-guided proton therapy (IGPT) based on daily proton dose distribution. Methods: Unlike x-ray therapy, simple alignment based on anatomy cannot ensure proper dose coverage in proton therapy. Anatomy changes along the beam path may lead to underdosing the target, or overdosing the organ-at-risk (OAR). With an in-room mobile computed tomography (CT) system, we are developing a dose-based IGPT software tool that allows patient positioning and treatment adaption based on daily dose distributions. During an IGPT treatment, daily CT images are acquired in treatment position. After initial positioning based on rigid image registration, proton dose distribution is calculated on daily CT images. The target and OARs are automatically delineated via deformable image registration. Dose distributions are evaluated to decide if repositioning or plan adaptation is necessary in order to achieve proper coverage of the target and sparing of OARs. Besides online dose-based image guidance, the software tool can also map daily treatment doses to the treatment planning CT images for offline adaptive treatment. Results: An in-room helical CT system is commissioned for IGPT purposes. It produces accurate CT numbers that allow proton dose calculation. GPU-based deformable image registration algorithms are developed and evaluated for automatic ROI-delineation and dose mapping. The online and offline IGPT functionalities are evaluated with daily CT images of the proton patients. Conclusion: The online and offline IGPT software tool may improve the safety and quality of proton treatment by allowing dose-based IGPT and adaptive proton treatments. Research is partially supported by Mevion Medical Systems.},
doi = {10.1118/1.4956102},
journal = {Medical Physics},
number = 6,
volume = 43,
place = {United States},
year = {Wed Jun 15 00:00:00 EDT 2016},
month = {Wed Jun 15 00:00:00 EDT 2016}
}