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

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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.