アクセス数 : ?
ダウンロード数 : ?
ID 114633
タイトル別表記
Physics, Machine Learning, and Medicine
著者
キーワード
Physics
Machine Learning
Medical Physics
Medicine
資料タイプ
学術雑誌論文
抄録
In this manuscript, the relationship between physics and machine learning(ML)and the application to the medical field were informally described. The recent development of artificial intelligence, which is based on ML, urged us to apply the disease finding, disease classification, a decision-making system, and so on. I believe that the ML based medicine is a natural way to proceed. However, the important thing is not only to apply the ML technology in the various medical problems, but also to understand the causality in those problems : That’s the approach in the physics, and the quantitative consideration in the research in physics yields almost same ways used in the ML. In addition, the state-of-the-art ML such as a deep learning, becomes one of the powerful tools in a discovery in physics. Although, the medical field has a benefit with ML, we’d need to go to the next stage to find solutions in more fundamental problems with the medically developed ML methodology.
掲載誌名
四国医学雑誌
ISSN
00373699
cat書誌ID
AN00102041
出版者
徳島医学会
75
5-6
開始ページ
155
終了ページ
164
並び順
155
発行日
2019-12-25
フルテキストファイル
言語
jpn
著者版フラグ
出版社版
部局
医学系