Methodology for real-time tumor motion management for improvement of accuracy in stereotactic body radiotherapy정위방사선치료 정확도 향상을 위한 실시간 표적운동 관리법 연구: 온보드 영상장치 기반 운동 모니터링 방법과 로봇 카우치를 이용한 운동 보정 시스템 개발

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Intrafractional motion of patients such as respiratory motion during radiation treatment is an important issue of image-guided radiotherapy (IGRT). Accuracy of treatment beam delivery degrades as motion range increases. For respiratory motion management during radiation treatment, three-dimensional (3D) real-time tumor position have to be tracked precisely first. Our purpose is real-time target position tracking during stereotactic body radiation therapy (SBRT) with existing linear accelerator system. For this purpose, we developed 3D motion trajectory reconstruction method using interdimensional correlation model (IDCM) between 3D real target position and projected target position on 2D images from gantry-mounted kV on-board imaging system (OBI). Accuracy of the trajectory reconstruction was evaluated by simulating cone-beam CT (CBCT) image scanning and SBRT treatment. Then we developed a robotic-based patient immobilization system and its control system which can utilize the tracked target motion data to reduce tumor motion range during radiation treatment. First, a small-sized prototype was established with an industrial miniature robot. Required parameters for control system operation such as coordinate transformation and calibration were measured and evaluated with the development of prototype system. After developing and assessment of the control system with the prototype device, feasibility test was conducted for real-sized patient immobilization system with large industrial robot and couch. The performance of both prototype and real-sized device was evaluated with a respiratory motion phantom. In conclusion, the proposed target positon estimation method and the developed motion compensation system are expected to improve accuracy of treatment delivery in SBRT.
Advisors
Cho, Seungryongresearcher조승룡researcherCho, Byungchulresearcher조병철researcher
Description
한국과학기술원 :원자력및양자공학과,
Publisher
한국과학기술원
Issue Date
2017
Identifier
325007
Language
eng
Description

학위논문(박사) - 한국과학기술원 : 원자력및양자공학과, 2017.2,[iv, 80 p. :]

Keywords

image-guided radiation therapy; stereotactic boday radiation therapy; on-board imager; real-time tumor tracking; respiratory motion management; 영상 유도 방사선치료; 정위적 방사선치료; 온보드 영상장치; 실시간 종양추적; 호흡운동 관리

URI
http://hdl.handle.net/10203/241956
Link
http://library.kaist.ac.kr/search/detail/view.do?bibCtrlNo=675784&flag=dissertation
Appears in Collection
NE-Theses_Ph.D.(박사논문)
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