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階層的潜在変数を用いたMeshVAEによる臓器形状アトラスの構築

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階層的潜在変数を用いたMeshVAEによる臓器形状アトラスの構築

Material type
文書・図像類
Author
梅原, 隆一ほか
Publisher
電子情報通信学会
Publication date
2023-11-07
Material Format
Digital
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生体が有する臓器や骨格の形状と位置を少ないパラメータで表現するモデルは幅広い臨床応用が期待される.しかし,軟臓器の形状と位置は患者間で大きく異なるため,線形モデルでは局所的に変化が大きい形状を再構成することは難しく,従来の非線形モデルでは得られた臓器形状の制御や解釈が難しい.そこで本研究では Mes...

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  • Kyoto University Research Information Repository

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Digital

Material Type
文書・図像類
Author/Editor
梅原, 隆一
中村, 光宏
中尾, 恵
Publication, Distribution, etc.
Publication Date
2023-11-07
Publication Date (W3CDTF)
2023-11-07
Alternative Title
Construction of organ shape atlas by MeshVAE using hierarchical latent variables
Periodical title
電子情報通信学会技術報告 (MI)
No. or year of volume/issue
123 257