Automated determination of robust beam directions against patient setup errors based on electron density spatial distribution in hadron particle therapy

G. Kakiuchi, H. Arimura, Y. Shioyama, S. Minohara, A. Mizoguchi, H. Honda, F. Toyofuku, M. Ohki, H. Hirata

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

The precise dose distribution fitted with a tumor shape in a beam direction tend to be more fragile if the beam's eye view (BEV) of the three dimensional (3D) electron density (ED) map in the beam direction changed more abruptly (high frequency) with large variation (large amplitude). This could lead to significant tumor underdose, but fatal overdose in organs at risk. In this study, we developed an automated method for determination of robust beam directions against the patient setup error based on the ED-based BEV in the beam direction in the particle therapy. The basic idea of our approach was to find the robust beam directions, whose ED- based BEV has low special frequency variation with small amplitude. For evaluation of the variation in the ED-based BEV in a beam direction, we calculated power spectra of the ED-based BEVs in all directions (0 to 355 degree) with an interval of 5 degree. We assume that as the spatial frequency and amplitude of the variation in the ED-based BEV in a beam direction is lower and smaller, respectively, the gradient of the power spectrum becomes larger, which means the robust beam direction. The ED-based BEV was produced by projection of a 3D electron density map derived from the computed tomogra- phy (CT) image from a beam source to a planning target volume (PTV) distal end. The gradient of the power spectrum was obtained as the slope of a one-order polynomial with the power spectral values for all frequencies until a Nyquist frequency.The proposed methodology was applied to four head and neck cancer patients for determination of robust beam directions. As a preliminary result, radiation oncologists agreed with most beam directions, which seem to be robust against patient setup errors, suggested by the proposed method.

Original languageEnglish
Title of host publicationWorld Congress on Medical Physics and Biomedical Engineering
Pages1772-1775
Number of pages4
DOIs
Publication statusPublished - Apr 16 2013
EventWorld Congress on Medical Physics and Biomedical Engineering - Beijing, China
Duration: May 26 2012May 31 2012

Publication series

NameIFMBE Proceedings
Volume39 IFMBE
ISSN (Print)1680-0737

Other

OtherWorld Congress on Medical Physics and Biomedical Engineering
CountryChina
CityBeijing
Period5/26/125/31/12

Fingerprint

Spatial distribution
Carrier concentration
Power spectrum
Tumors
Direction compound
Tomography
Polynomials
Radiation
Planning

All Science Journal Classification (ASJC) codes

  • Bioengineering
  • Biomedical Engineering

Cite this

Kakiuchi, G., Arimura, H., Shioyama, Y., Minohara, S., Mizoguchi, A., Honda, H., ... Hirata, H. (2013). Automated determination of robust beam directions against patient setup errors based on electron density spatial distribution in hadron particle therapy. In World Congress on Medical Physics and Biomedical Engineering (pp. 1772-1775). (IFMBE Proceedings; Vol. 39 IFMBE). https://doi.org/10.1007/978-3-642-29305-4_466

Automated determination of robust beam directions against patient setup errors based on electron density spatial distribution in hadron particle therapy. / Kakiuchi, G.; Arimura, H.; Shioyama, Y.; Minohara, S.; Mizoguchi, A.; Honda, H.; Toyofuku, F.; Ohki, M.; Hirata, H.

World Congress on Medical Physics and Biomedical Engineering. 2013. p. 1772-1775 (IFMBE Proceedings; Vol. 39 IFMBE).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Kakiuchi, G, Arimura, H, Shioyama, Y, Minohara, S, Mizoguchi, A, Honda, H, Toyofuku, F, Ohki, M & Hirata, H 2013, Automated determination of robust beam directions against patient setup errors based on electron density spatial distribution in hadron particle therapy. in World Congress on Medical Physics and Biomedical Engineering. IFMBE Proceedings, vol. 39 IFMBE, pp. 1772-1775, World Congress on Medical Physics and Biomedical Engineering, Beijing, China, 5/26/12. https://doi.org/10.1007/978-3-642-29305-4_466
Kakiuchi G, Arimura H, Shioyama Y, Minohara S, Mizoguchi A, Honda H et al. Automated determination of robust beam directions against patient setup errors based on electron density spatial distribution in hadron particle therapy. In World Congress on Medical Physics and Biomedical Engineering. 2013. p. 1772-1775. (IFMBE Proceedings). https://doi.org/10.1007/978-3-642-29305-4_466
Kakiuchi, G. ; Arimura, H. ; Shioyama, Y. ; Minohara, S. ; Mizoguchi, A. ; Honda, H. ; Toyofuku, F. ; Ohki, M. ; Hirata, H. / Automated determination of robust beam directions against patient setup errors based on electron density spatial distribution in hadron particle therapy. World Congress on Medical Physics and Biomedical Engineering. 2013. pp. 1772-1775 (IFMBE Proceedings).
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