WEKO3
アイテム
ニューラルネットワークを用いた医療用診断サポートシステム
https://repo.qst.go.jp/records/64235
https://repo.qst.go.jp/records/64235f7d01bb9-ee34-4b55-9779-9187fad6e83b
| Item type | 会議発表用資料 / Presentation(1) | |||||
|---|---|---|---|---|---|---|
| 公開日 | 2011-03-08 | |||||
| タイトル | ||||||
| タイトル | ニューラルネットワークを用いた医療用診断サポートシステム | |||||
| 言語 | ||||||
| 言語 | jpn | |||||
| 資源タイプ | ||||||
| 資源タイプ識別子 | http://purl.org/coar/resource_type/c_c94f | |||||
| 資源タイプ | conference object | |||||
| アクセス権 | ||||||
| アクセス権 | metadata only access | |||||
| アクセス権URI | http://purl.org/coar/access_right/c_14cb | |||||
| 著者 |
小林, 暁
× 小林, 暁× 小林 暁 |
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| 抄録 | ||||||
| 内容記述タイプ | Abstract | |||||
| 内容記述 | Neural Network is useful for pattern recognitions or artificial intelligences. Recently some medical support applications are using these neural networks. We studied some medical diagnosis supporting systems using neural network for ultrasonographic images and magnetic resonance images of liver cirrhosis. We will show the applications to these systems, some problems and suggestions in this paper. Ultrasonographic image includes much scattering and noise then it is difficult for inexperience medical doctor of ultrasonographic images to make a diagnosis on diseases. We particularly took notice of liver cirrhosis and neural network applied to its ultrasonographic images and magnetic resonance imaging for diagnosis support system of liver cirrhosis. On the other hand, ultrasonographic image diagnosis of lymph nodal disease has same problem to the diagnosis of liver cirrhosis. As a result of applying neural network to supporting system of these diagnoses, the favorable diagnosis which is equal to the medical doctor who gained experience to some diagnoses was obtained. | |||||
| 会議概要（会議名, 開催地, 会期, 主催者等） | ||||||
| 内容記述タイプ | Other | |||||
| 内容記述 | NCSP 2011 | |||||
| 発表年月日 | ||||||
| 日付 | 2011-03-03 | |||||
| 日付タイプ | Issued | |||||
