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物理学と機械学習，そして医療
https://tokushima-u.repo.nii.ac.jp/records/2007567
https://tokushima-u.repo.nii.ac.jp/records/20075673826f8df-5236-44ce-a74e-b0e93afe77df
| 名前 / ファイル | ライセンス | アクション |
|---|---|---|
sam_75_5-6_155.pdf (2.64 MB)
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| Item type | 文献 / Documents(1) | |||||
|---|---|---|---|---|---|---|
| 公開日 | 2020-04-22 | |||||
| アクセス権 | ||||||
| アクセス権 | open access | |||||
| 資源タイプ | ||||||
| 資源タイプ識別子 | http://purl.org/coar/resource_type/c_6501 | |||||
| 資源タイプ | journal article | |||||
| 出版タイプ | ||||||
| 出版タイプ | VoR | |||||
| 出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||
| タイトル | ||||||
| タイトル | 物理学と機械学習，そして医療 | |||||
| 言語 | ja | |||||
| タイトル別表記 | ||||||
| その他のタイトル | Physics, Machine Learning, and Medicine | |||||
| 言語 | en | |||||
| 著者 |
芳賀, 昭弘
× 芳賀, 昭弘 |
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| 抄録 | ||||||
| 内容記述タイプ | Abstract | |||||
| 内容記述 | 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. | |||||
| 言語 | en | |||||
| キーワード | ||||||
| 言語 | en | |||||
| 主題Scheme | Other | |||||
| 主題 | Physics | |||||
| キーワード | ||||||
| 言語 | en | |||||
| 主題Scheme | Other | |||||
| 主題 | Machine Learning | |||||
| キーワード | ||||||
| 言語 | en | |||||
| 主題Scheme | Other | |||||
| 主題 | Medical Physics | |||||
| キーワード | ||||||
| 言語 | en | |||||
| 主題Scheme | Other | |||||
| 主題 | Medicine | |||||
| 書誌情報 |
ja : 四国医学雑誌 en : Shikoku Acta Medica 巻 75, 号 5-6, p. 155-164, 発行日 2019-12-25 |
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| 収録物ID | ||||||
| 収録物識別子タイプ | ISSN | |||||
| 収録物識別子 | 00373699 | |||||
| 収録物ID | ||||||
| 収録物識別子タイプ | NCID | |||||
| 収録物識別子 | AN00102041 | |||||
| 出版者 | ||||||
| 出版者 | 徳島医学会 | |||||
| 言語 | ja | |||||
| 言語 | ||||||
| 言語 | jpn | |||||
