Online Image-based Monitoring of Soft-tissue Displacements for Radiation Therapy of the Prostate

被引:17
作者
Schlosser, Jeffrey [1 ,2 ]
Salisbury, Kenneth [3 ,4 ]
Hristov, Dimitre [5 ]
机构
[1] Stanford Univ, Dept Mech Engn, Stanford, CA 94305 USA
[2] Stanford Univ, Dept Bioengn, Stanford, CA 94305 USA
[3] Stanford Univ, Dept Comp Sci, Stanford, CA 94305 USA
[4] Stanford Univ, Dept Surg, Stanford, CA 94305 USA
[5] Stanford Univ, Dept Radiat Oncol, Stanford, CA 94305 USA
来源
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS | 2012年 / 83卷 / 05期
关键词
Image-guided radiation therapy; Ultrasound; Robotics; Prostate; Real-time monitoring; ULTRASOUND; SYSTEM; RADIOTHERAPY; TRACKING; MOTION; MANAGEMENT; PHANTOM;
D O I
10.1016/j.ijrobp.2011.10.049
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose: Emerging prolonged, hypofractionated radiotherapy regimens rely on high-dose conformality to minimize toxicity and thus can benefit from image guidance systems that continuously monitor target position during beam delivery. To address this need we previously developed, as a potential add-on device for existing linear accelerators, a novel telerobotic ultrasound system capable of real-time, soft-tissue imaging. Expanding on this capability, the aim of this work was to develop and characterize an image-based technique for real-time detection of prostate displacements. Methods and Materials: Image processing techniques were implemented on spatially localized ultrasound images to generate two parameters representing prostate displacements in real time. In a phantom and five volunteers, soft-tissue targets were continuously imaged with a customized robotic manipulator while recording the two tissue displacement parameters (TDPs). Variations of the TDPs in the absence of tissue displacements were evaluated, as was the sensitivity of the TDPs to prostate translations and rotations. Robustness of the approach to probe force was also investigated. Results: With 95% confidence, the proposed method detected in vivo prostate displacements before they exceeded 2.3, 2.5, and 2.8 mm in anteroposterior, superoinferior, and mediolateral directions. Prostate pitch was detected before exceeding 4.7 degrees at 95% confidence. Total system time lag averaged 173 ms, mostly limited by ultrasound acquisition rate. False positives (FPs) (FP) in the absence of displacements did not exceed 1.5 FP events per 10 min of continuous in vivo imaging time. Conclusions: The feasibility of using telerobotic ultrasound for real-time, soft-tissue-based monitoring of target displacements was confirmed in vivo. Such monitoring has the potential to detect small clinically relevant intrafractional variations of the prostate position during beam delivery. (C) 2012 Elsevier Inc.
引用
收藏
页码:1633 / 1640
页数:8
相关论文
共 13 条
  • [1] First MR images obtained during megavoltage photon irradiation from a prototype integrated linac-MR system
    Fallone, B. G.
    Murray, B.
    Rathee, S.
    Stanescu, T.
    Steciw, S.
    Vidakovic, S.
    Blosser, E.
    Tymofichuk, D.
    [J]. MEDICAL PHYSICS, 2009, 36 (06) : 2084 - 2088
  • [2] Performance of ultrasound based measurement of 3D displacement using a curvilinear probe for organ motion tracking
    Harris, Emma J.
    Miller, Naomi R.
    Bamber, Jeffrey C.
    Evans, Phillip M.
    Symonds-Tayler, J. Richard N.
    [J]. PHYSICS IN MEDICINE AND BIOLOGY, 2007, 52 (18) : 5683 - 5703
  • [3] Speckle tracking in a phantom and feature-based tracking in liver in the presence of respiratory motion using 4D ultrasound
    Harris, Emma J.
    Miller, Naomi R.
    Bamber, Jeffrey C.
    Symonds-Tayler, J. Richard N.
    Evans, Philip M.
    [J]. PHYSICS IN MEDICINE AND BIOLOGY, 2010, 55 (12) : 3363 - 3380
  • [4] Development and evaluation of an ultrasound-guided tracking and gating system for hepatic radiotherapy
    Jacso, Ferenc
    Kouznetsov, Alexei
    Smith, Wendy L.
    [J]. MEDICAL PHYSICS, 2009, 36 (12) : 5633 - 5640
  • [5] Influence of intrafraction motion on margins for prostate radiotherapy
    Litzenberg, DW
    Balter, JM
    Hadley, SW
    Sandler, HM
    Willoughby, TR
    Kupelian, PA
    Levine, L
    [J]. INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2006, 65 (02): : 548 - 553
  • [6] Benchmarking a novel ultrasound-CT fusion system for respiratory motion management in radiotherapy: Assessment of spatio-temporal characteristics and comparison to 4DCT
    Molloy, J. A.
    Oldham, S. A.
    [J]. MEDICAL PHYSICS, 2008, 35 (01) : 291 - 300
  • [7] The management of imaging dose during image-guided radiotherapy: Report of the AAPM Task Group 75
    Murphy, Martin J.
    Balter, James
    Balter, Stephen
    BenComo, Jose A., Jr.
    Das, Indra J.
    Jiang, Steve B.
    Ma, C.-M.
    Olivera, Gustavo H.
    Rodebaugh, Raymond F.
    Ruchala, Kenneth J.
    Shirato, Hiroki
    Yin, Fang-Fang
    [J]. MEDICAL PHYSICS, 2007, 34 (10) : 4041 - 4063
  • [8] Reduction in Patient-reported Acute Morbidity in Prostate Cancer Patients Treated With 81-Gy Intensity-modulated Radiotherapy Using Reduced Planning Target Volume Margins and Electromagnetic Tracking: Assessing the Impact of Margin Reduction Study
    Sandler, Howard M.
    Liu, Ping-Yu
    Dunn, Rodney L.
    Khan, David C.
    Tropper, Scott E.
    Sanda, Martin G.
    Mantz, Constantine A.
    [J]. UROLOGY, 2010, 75 (05) : 1004 - 1008
  • [9] A technique for noninvasive respiratory gated radiation treatment system based on a real time 3D ultrasound image correlation: A phantom study
    Sawada, A
    Yoda, K
    Kokubo, M
    Kunieda, T
    Nagata, Y
    Hiraoka, M
    [J]. MEDICAL PHYSICS, 2004, 31 (02) : 245 - 250
  • [10] Telerobotic system concept for real-time soft-tissue imaging during radiotherapy beam delivery
    Schlosser, Jeffrey
    Salisbury, Kenneth
    Hristov, Dimitre
    [J]. MEDICAL PHYSICS, 2010, 37 (12) : 6357 - 6367