文書・図像類

腹部臓器を対象とした深層学習に基づく2D/3D可変形画像位置合わせ

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腹部臓器を対象とした深層学習に基づく2D/3D可変形画像位置合わせ

Material type
文書・図像類
Author
三浦, 龍人ほか
Publisher
電子情報通信学会
Publication date
2022-01-18
Material Format
Digital
Capacity, size, etc.
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NDC
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Summary, etc.:

2D/3D 画像位置合わせは治療時に撮像可能な二次元投影像に合わせて, 治療前に取得済みの三次元画像の変形や配置を求める問題であり, 治療支援や生体解析などへの応用が期待されている. これまでに骨格系を対象に最適化ベースの方法が広く研究されてきたが, 反復計算のコストが大きく, 局所解に陥りやすい点...

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  • Kyoto University Research Information Repository

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Digital

Material Type
文書・図像類
Author/Editor
三浦, 龍人
中尾, 恵
中村, 光宏
松田, 哲也
Publication, Distribution, etc.
Publication Date
2022-01-18
Publication Date (W3CDTF)
2022-01-18
Alternative Title
Deep Learning based 2D/3D deformable Image Registration for Abdominal Organs
Periodical title
電子情報通信学会技術報告 (MI)
No. or year of volume/issue
121 347