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B. I. T. : Development of a dynamic visualization tool for Bayesian inference on various types of normal distributions for medical decision-making and education
https://nsg.repo.nii.ac.jp/records/4899
https://nsg.repo.nii.ac.jp/records/48990183908f-c599-4048-afc5-0207db0fb994
| 名前 / ファイル | ライセンス | アクション |
|---|---|---|
024_036_e1901 (1.0 MB)
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| Item type | 学術雑誌論文 / Journal Article(1) | |||||
|---|---|---|---|---|---|---|
| 公開日 | 2019-12-24 | |||||
| タイトル | ||||||
| タイトル | B. I. T. : Development of a dynamic visualization tool for Bayesian inference on various types of normal distributions for medical decision-making and education | |||||
| 言語 | ||||||
| 言語 | eng | |||||
| キーワード | ||||||
| 主題Scheme | Other | |||||
| 主題 | visualization tool | |||||
| キーワード | ||||||
| 主題Scheme | Other | |||||
| 主題 | intuitive operation | |||||
| キーワード | ||||||
| 主題Scheme | Other | |||||
| 主題 | normal distribution | |||||
| キーワード | ||||||
| 主題Scheme | Other | |||||
| 主題 | medical decision-making | |||||
| キーワード | ||||||
| 主題Scheme | Other | |||||
| 主題 | Bayesian inference | |||||
| 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 | |||||
| 著者 |
Inoue, Hiroki
× Inoue, Hiroki× Uchiyama, Hachiro× Moriwaki, Kensuke× Yanagisawa, Shinichiro× Nishimura, Kunihiro |
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| 抄録 | ||||||
| 内容記述タイプ | Abstract | |||||
| 内容記述 | Bayesian inference Tool (B. I. T.) is a software program developed to support medical professionals and students in the application of Bayesian inference to medical decision-making and education. This software program makes it possible to visualize the posterior probability distributions of Bayesian inference. In addition, its interface aims to facilitate the intuitive understanding of the operative procedures. For many cases of Bayesian inference with normal distributions, the graphical representation of the posterior probability distribution changes dynamically when the input value is assigned by the user with the use of a computer mouse; this procedure also enables the dynamic calculation of the posterior probability. When operating this software, it is desirable for the user to have basic knowledge and understanding of the presuppositions as well as applications of Bayesian inference. | |||||
| 書誌情報 |
Niigata journal of health and welfare 巻 19, 号 1, p. 24-36, 発行日 2019 |
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| 出版者 | ||||||
| 出版者 | Niigata Society of Health and Welfare | |||||
| ISSN | ||||||
| 収録物識別子タイプ | ISSN | |||||
| 収録物識別子 | 1346-8782 | |||||
| 書誌レコードID | ||||||
| 収録物識別子タイプ | NCID | |||||
| 収録物識別子 | AA11614542 | |||||
| 著者版フラグ | ||||||
| 出版タイプ | VoR | |||||
| 出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||
| フォーマット | ||||||
| 内容記述タイプ | Other | |||||
| 内容記述 | application/pdf | |||||
| 資源タイプ | ||||||
| 内容記述タイプ | Other | |||||
| 内容記述 | 論文(Article) | |||||
| 資源タイプ・NII | ||||||
| 値 | Journal Article | |||||
| 資源タイプ・DCMI | ||||||
| 値 | text | |||||
