Literature DB >> 23635267

Toward correcting drift in target position during radiotherapy via computer-controlled couch adjustments on a programmable Linac.

Joseph E McNamara1, Rajesh Regmi, D Michael Lovelock, Ellen D Yorke, Karyn A Goodman, Andreas Rimner, Hassan Mostafavi, Gig S Mageras.   

Abstract

PURPOSE: Real-time tracking of respiratory target motion during radiation therapy is technically challenging, owing to rapid and possibly irregular breathing variations. The authors report on a method to predict and correct respiration-averaged drift in target position by means of couch adjustments on an accelerator equipped with such capability.
METHODS: Dose delivery is broken up into a sequence of 10 s field segments, each followed by a couch adjustment based on analysis of breathing motion from an external monitor as a surrogate of internal target motion. Signal averaging over three respiratory cycles yields a baseline representing target drift. A Kalman filter predicts the baseline position 5 s in advance, for determination of the couch correction. The method's feasibility is tested with a motion phantom programmed according to previously recorded patient signals. Computed couch corrections are preprogrammed into a research mode of an accelerator capable of computer-controlled couch translations synchronized with the motion phantom. The method's performance is evaluated with five cases recorded during hypofractionated treatment and five from respiration-correlated CT simulation, using a root-mean-squared deviation (RMSD) of the baseline from the treatment planned position.
RESULTS: RMSD is reduced in all 10 cases, from a mean of 4.9 mm (range 2.7-9.4 mm) before correction to 1.7 mm (range 0.7-2.3 mm) after correction. Treatment time is increased ∼5% relative to that for no corrections.
CONCLUSIONS: This work illustrates the potential for reduction in baseline respiratory drift with periodic adjustments in couch position during treatment. Future treatment machine capabilities will enable the use of "on-the-fly" couch adjustments during treatment.

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Year:  2013        PMID: 23635267      PMCID: PMC3656942          DOI: 10.1118/1.4802736

Source DB:  PubMed          Journal:  Med Phys        ISSN: 0094-2405            Impact factor:   4.071


  24 in total

1.  Motion adaptive x-ray therapy: a feasibility study.

Authors:  P J Keall; V R Kini; S S Vedam; R Mohan
Journal:  Phys Med Biol       Date:  2001-01       Impact factor: 3.609

2.  An experimental investigation on intra-fractional organ motion effects in lung IMRT treatments.

Authors:  Steve B Jiang; Cynthia Pope; Khaled M Al Jarrah; Jong H Kung; Thomas Bortfeld; George T Y Chen
Journal:  Phys Med Biol       Date:  2003-06-21       Impact factor: 3.609

3.  A robotic approach to 4D real-time tumor tracking for radiotherapy.

Authors:  I Buzurovic; K Huang; Y Yu; T K Podder
Journal:  Phys Med Biol       Date:  2011-02-01       Impact factor: 3.609

4.  Predicting the outcome of respiratory motion prediction.

Authors:  Floris Ernst; Alexander Schlaefer; Achim Schweikard
Journal:  Med Phys       Date:  2011-10       Impact factor: 4.071

5.  Influence of continuous table motion on patient breathing patterns.

Authors:  Jürgen Wilbert; Kurt Baier; Anne Richter; Christian Herrmann; Lei Ma; Michael Flentje; Matthias Guckenberger
Journal:  Int J Radiat Oncol Biol Phys       Date:  2010-02-03       Impact factor: 7.038

6.  Locating and targeting moving tumors with radiation beams.

Authors:  Sonja Dieterich; Kevin Cleary; Warren D'Souza; Martin Murphy; Kenneth H Wong; Paul Keall
Journal:  Med Phys       Date:  2008-12       Impact factor: 4.071

7.  Management of three-dimensional intrafraction motion through real-time DMLC tracking.

Authors:  Amit Sawant; Raghu Venkat; Vikram Srivastava; David Carlson; Sergey Povzner; Herb Cattell; Paul Keall
Journal:  Med Phys       Date:  2008-05       Impact factor: 4.071

8.  Real-time tumor tracking with preprogrammed dynamic multileaf-collimator motion and adaptive dose-rate regulation.

Authors:  Byong Yong Yi; Sarah Han-Oh; Fritz Lerma; Barry L Berman; Cedric Yu
Journal:  Med Phys       Date:  2008-09       Impact factor: 4.071

9.  On the accuracy of a moving average algorithm for target tracking during radiation therapy treatment delivery.

Authors:  Rohini George; Yelin Suh; Martin Murphy; Jeffrey Williamson; Elizabeth Weiss; Paul Keall
Journal:  Med Phys       Date:  2008-06       Impact factor: 4.071

10.  Couch-based motion compensation: modelling, simulation and real-time experiments.

Authors:  Olivier C L Haas; Piotr Skworcow; Daniel Paluszczyszyn; Abdelhamid Sahih; Mariusz Ruta; John A Mills
Journal:  Phys Med Biol       Date:  2012-09-05       Impact factor: 3.609

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  6 in total

1.  Determination of action thresholds for electromagnetic tracking system-guided hypofractionated prostate radiotherapy using volumetric modulated arc therapy.

Authors:  Pengpeng Zhang; Dennis Mah; Laura Happersett; Brett Cox; Margie Hunt; Gig Mageras
Journal:  Med Phys       Date:  2011-07       Impact factor: 4.071

Review 2.  Review of Real-Time 3-Dimensional Image Guided Radiation Therapy on Standard-Equipped Cancer Radiation Therapy Systems: Are We at the Tipping Point for the Era of Real-Time Radiation Therapy?

Authors:  Paul J Keall; Doan Trang Nguyen; Ricky O'Brien; Pengpeng Zhang; Laura Happersett; Jenny Bertholet; Per R Poulsen
Journal:  Int J Radiat Oncol Biol Phys       Date:  2018-04-14       Impact factor: 7.038

3.  Couch and multileaf collimator tracking: A clinical feasibility study for pancreas and liver treatment.

Authors:  Lei Zhang; Thomas LoSasso; Pengpeng Zhang; Margie Hunt; Gig Mageras; Grace Tang
Journal:  Med Phys       Date:  2020-09-11       Impact factor: 4.071

4.  Characterization of optical-surface-imaging-based spirometry for respiratory surrogating in radiotherapy.

Authors:  Guang Li; Jie Wei; Hailiang Huang; Qing Chen; Carl P Gaebler; Tiffany Lin; Amy Yuan; Andreas Rimner; James Mechalakos
Journal:  Med Phys       Date:  2016-03       Impact factor: 4.071

5.  Technical Note: 3D localization of lung tumors on cone beam CT projections via a convolutional recurrent neural network.

Authors:  Chuang Wang; Margie Hunt; Lei Zhang; Andreas Rimner; Ellen Yorke; Michael Lovelock; Xiang Li; Tianfang Li; Gig Mageras; Pengpeng Zhang
Journal:  Med Phys       Date:  2020-01-28       Impact factor: 4.071

6.  Four-Dimensional Computed Tomography-Based Correlation of Respiratory Motion of Lung Tumors With Implanted Fiducials and an External Surrogate.

Authors:  Jonas Willmann; Baho Sidiqi; Chunyu Wang; Christian Czmielewski; Henry J Li; Rosalind Dick-Godfrey; Mohit Chawla; Robert P Lee; Emily Gelb; Abraham J Wu; Michael Lovelock; Zhigang Zhang; Ellen D Yorke; Andreas Rimner
Journal:  Adv Radiat Oncol       Date:  2021-12-29
  6 in total

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