Literature DB >> 27036586

Multivariate analysis for the estimation of target localization errors in fiducial marker-based radiotherapy.

Masanori Takamiya1, Mitsuhiro Nakamura2, Mami Akimoto2, Nami Ueki2, Masahiro Yamada2, Hiroaki Tanabe3, Yukinori Matsuo2, Takashi Mizowaki2, Masaki Kokubo4, Masahiro Hiraoka2, Akio Itoh5.   

Abstract

PURPOSE: To assess the target localization error (TLE) in terms of the distance between the target and the localization point estimated from the surrogates (|TMD|), the average of respiratory motion for the surrogates and the target (|aRM|), and the number of fiducial markers used for estimating the target (n).
METHODS: This study enrolled 17 lung cancer patients who subsequently underwent four fractions of real-time tumor tracking irradiation. Four or five fiducial markers were implanted around the lung tumor. The three-dimensional (3D) distance between the tumor and markers was at maximum 58.7 mm. One of the markers was used as the target (Pt), and those markers with a 3D |TMDn| ≤ 58.7 mm at end-exhalation were then selected. The estimated target position (Pe) was calculated from a localization point consisting of one to three markers except Pt. Respiratory motion for Pt and Pe was defined as the root mean square of each displacement, and |aRM| was calculated from the mean value. TLE was defined as the root mean square of each difference between Pt and Pe during the monitoring of each fraction. These procedures were performed repeatedly using the remaining markers. To provide the best guidance on the answer with n and |TMD|, fiducial markers with a 3D |aRM ≥ 10 mm were selected. Finally, a total of 205, 282, and 76 TLEs that fulfilled the 3D |TMD| and 3D |aRM| criteria were obtained for n = 1, 2, and 3, respectively. Multiple regression analysis (MRA) was used to evaluate TLE as a function of |TMD| and |aRM| in each n.
RESULTS: |TMD| for n = 1 was larger than that for n = 3. Moreover, |aRM| was almost constant for all n, indicating a similar scale for the marker's motion near the lung tumor. MRA showed that |aRM| in the left-right direction was the major cause of TLE; however, the contribution made little difference to the 3D TLE because of the small amount of motion in the left-right direction. The TLE calculated from the MRA ((MRA)TLE) increased as |TMD| and |aRM| increased and adversely decreased with each increment of n. The median 3D (MRA)TLE was 2.0 mm (range, 0.6-4.3 mm) for n = 1, 1.8 mm (range, 0.4-4.0 mm) for n = 2, and 1.6 mm (range, 0.3-3.7 mm) for n = 3. Although statistical significance between n = 1 and n = 3 was observed in all directions, the absolute average difference and the standard deviation of the (MRA)TLE between n = 1 and n = 3 were 0.5 and 0.2 mm, respectively.
CONCLUSIONS: A large |TMD| and |aRM| increased the differences in TLE between each n; however, the difference in 3D (MRA)TLEs was, at most, 0.6 mm. Thus, the authors conclude that it is acceptable to continue fiducial marker-based radiotherapy as long as |TMD| is maintained at ≤58.7 mm for a 3D |aRM|  ≥  10 mm.

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Year:  2016        PMID: 27036586     DOI: 10.1118/1.4944594

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


  9 in total

1.  A Bayesian approach for three-dimensional markerless tumor tracking using kV imaging during lung radiotherapy.

Authors:  Chun-Chien Shieh; Vincent Caillet; Michelle Dunbar; Paul J Keall; Jeremy T Booth; Nicholas Hardcastle; Carol Haddad; Thomas Eade; Ilana Feain
Journal:  Phys Med Biol       Date:  2017-03-21       Impact factor: 3.609

2.  The markerless lung target tracking AAPM Grand Challenge (MATCH) results.

Authors:  Marco Mueller; Per Poulsen; Rune Hansen; Wilko Verbakel; Ross Berbeco; Dianne Ferguson; Shinichiro Mori; Lei Ren; John C Roeske; Lei Wang; Pengpeng Zhang; Paul Keall
Journal:  Med Phys       Date:  2021-12-29       Impact factor: 4.071

3.  Markerless tumor tracking using fast-kV switching dual-energy fluoroscopy on a benchtop system.

Authors:  Maksat Haytmyradov; Hassan Mostafavi; Adam Wang; Liangjia Zhu; Murat Surucu; Rakesh Patel; Arun Ganguly; Michelle Richmond; Roberto Cassetta; Matthew M Harkenrider; John C Roeske
Journal:  Med Phys       Date:  2019-06-01       Impact factor: 4.071

4.  Optimization of training periods for the estimation model of three-dimensional target positions using an external respiratory surrogate.

Authors:  Hiraku Iramina; Mitsuhiro Nakamura; Yusuke Iizuka; Takamasa Mitsuyoshi; Yukinori Matsuo; Takashi Mizowaki; Ikuo Kanno
Journal:  Radiat Oncol       Date:  2018-04-19       Impact factor: 3.481

5.  Direct measurement and correction of both megavoltage and kilovoltage scattered x-rays for orthogonal kilovoltage imaging subsystems with dual flat panel detectors.

Authors:  Hiraku Iramina; Mitsuhiro Nakamura; Takashi Mizowaki
Journal:  J Appl Clin Med Phys       Date:  2020-07-25       Impact factor: 2.102

6.  Performance Evaluation of Deformable Image Registration Algorithms Using Computed Tomography of Multiple Lung Metastases.

Authors:  Min Cheol Han; Jihun Kim; Chae-Seon Hong; Kyung Hwan Chang; Su Chul Han; Kwangwoo Park; Dong Wook Kim; Hojin Kim; Jee Suk Chang; Jina Kim; Sunsuk Kye; Ryeong Hwang Park; Yoonsun Chung; Jin Sung Kim
Journal:  Technol Cancer Res Treat       Date:  2022 Jan-Dec

7.  The incidence and risk of osteoporosis in patients with anxiety disorder: A Population-based retrospective cohort study.

Authors:  Chen Hong-Jhe; Kuo Chin-Yuan; Tu Ming-Shium; Wang Fu-Wei; Chen Ru-Yih; Hsueh Kuang-Chieh; Pan Hsiang-Ju; Chou Ming-Yueh; Chen Pan-Ming; Pan Chih-Chuan
Journal:  Medicine (Baltimore)       Date:  2016-09       Impact factor: 1.889

8.  Quantification of the kV X-ray imaging dose during real-time tumor tracking and from three- and four-dimensional cone-beam computed tomography in lung cancer patients using a Monte Carlo simulation.

Authors:  Mitsuhiro Nakamura; Yoshitomo Ishihara; Yukinori Matsuo; Yusuke Iizuka; Nami Ueki; Hiraku Iramina; Hideaki Hirashima; Takashi Mizowaki
Journal:  J Radiat Res       Date:  2018-03-01       Impact factor: 2.724

9.  Dose reduction potential of using gold fiducial markers for kilovoltage image-guided radiotherapy.

Authors:  Yoshiki Takei; Hajime Monzen; Mikoto Tamura; Hiroshi Doi; Yasumasa Nishimura
Journal:  J Appl Clin Med Phys       Date:  2020-09-22       Impact factor: 2.102

  9 in total

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