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Gantry angle classification with a fluence map in intensity-modulated radiotherapy for prostate cases using machine learning Cover

Gantry angle classification with a fluence map in intensity-modulated radiotherapy for prostate cases using machine learning

Polish Journal of Medical Physics and Engineering
Volume 24 (2018): Issue 4 (December 2018)
By: Hideharu Miura,  Shuichi Ozawa,  Tsubasa Enosaki,  Masahiro Hayata,  Kiyoshi Yamada and  Yasushi Nagata  
Open Access
|Dec 2018

Authors

Hideharu Miura

miura@hiprac.jp

Hiroshima High-Precision Radiotherapy Cancer Center, Hiroshima, Japan
Department of Radiation Oncology, Institute of Biomedical & Health Science, Hiroshima University, Hiroshima, Japan

Shuichi Ozawa

Hiroshima High-Precision Radiotherapy Cancer Center, Hiroshima, Japan
Department of Radiation Oncology, Institute of Biomedical & Health Science, Hiroshima University, Hiroshima, Japan

Tsubasa Enosaki

Hiroshima High-Precision Radiotherapy Cancer Center, Hiroshima, Japan

Masahiro Hayata

Hiroshima High-Precision Radiotherapy Cancer Center, Hiroshima, Japan

Kiyoshi Yamada

Hiroshima High-Precision Radiotherapy Cancer Center, Hiroshima, Japan

Yasushi Nagata

Hiroshima High-Precision Radiotherapy Cancer Center, Hiroshima, Japan
Department of Radiation Oncology, Institute of Biomedical & Health Science, Hiroshima University, Hiroshima, Japan
DOI: https://doi.org/10.2478/pjmpe-2018-0023 | Journal eISSN: 1898-0309 | Journal ISSN: 1425-4689
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Language: English
Page range: 165 - 169
Submitted on: Feb 1, 2018
Accepted on: Oct 31, 2018
Published on: Dec 24, 2018
Published by: Polish Society of Medical Physics
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
Keywords:
classification,
machine learning,
fluence map,
IMRT
Related subjects:
Medicine,
Biomedical engineering,
Physics,
Technical and applied physics,
Medical physics

© 2018 Hideharu Miura, Shuichi Ozawa, Tsubasa Enosaki, Masahiro Hayata, Kiyoshi Yamada, Yasushi Nagata, published by Polish Society of Medical Physics
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

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