著者
山田 晋也
出版者
一般社団法人 日本医学物理学会
雑誌
医学物理 (ISSN:13455354)
巻号頁・発行日
vol.32, no.3, pp.148-154, 2013-03-31 (Released:2013-09-30)
参考文献数
20
被引用文献数
1
著者
河内 清光
出版者
一般社団法人 日本医学物理学会
雑誌
医学物理 (ISSN:13455354)
巻号頁・発行日
vol.30, no.3, pp.91-99, 2011-03-31 (Released:2015-12-26)
参考文献数
17

Recently, Japan has constructed the largest number of proton and heavy ion therapy facilities in the world. They have produced fruitful results, and now the particle therapy attracts an great attention. The author could fortunately have the opportunity to involve in the research and development of the particle therapy facilities, from the beginning of the entering into National Institute of Radiological Sciences. I started from the investigation of a thermal neutron capture therapy at first, and have been concerned with the development of the facilities for the fast neutron therapy, the proton therapy, and the present heavy ion therapy. Based on these experiences, I would like to review on the history of the particle therapy in Japan and on the latest developments.
著者
根本 充貴 増谷 佳孝 野村 行弘 花岡 昇平 三木 聡一郎 吉川 健啓 林 直人 大友 邦
出版者
一般社団法人 日本医学物理学会
雑誌
医学物理 (ISSN:13455354)
巻号頁・発行日
vol.36, no.1, pp.29-34, 2016-05-31 (Released:2016-11-30)
参考文献数
25

Machine learning algorithms are to analyze any dataset to extract data-driven model, prediction rule, or decision rule from the dataset. Various machine learning algorithms are now used to develop high-performance medical image processing systems such as computer-aided detection (CADe) system which detects clinically significant objects from medical images and computer-aided diagnosis (CADx) system which quantifies malignancy of manually or automatically detected clinical objects. In this paper, we introduce some applications of machine learning algorithms to the development of medical image processing system.