Art

J-GLOBAL ID：202002256704550641   Reference number：20A1031359

A convolution neural network for higher resolution dose prediction in prostate volumetric modulated arc therapy

前立腺容積変調アーク療法における高分解能線量予測のための畳込み神経回路網【JST・京大機械翻訳】

Author (10)： Sumida Iori (Department of Radiation Oncology, Osaka University Graduate School of Medicine, 2-2 Yamada-oka, Suita, Osaka 565-0871 Japan) ,  Magome Taiki (Department of Radiological Sciences, Faculty of Health Sciences, Komazawa University, 1-23-1 Komazawa, Setagaya-ku, Tokyo 154-8525 Japan) ,  Das Indra J (Department of Radiation Oncology, Northwestern Memorial Hospital, Northwest University Medical Center, Galter Pavilion, Chicago, IL 60611) ,  Yamaguchi Hajime (Department of Radiation Oncology, Daini Osaka Police Hospital, 2-6-40 Karasugatsuji, Tennoji-ku, Osaka 543-8922 Japan) ,  Kizaki Hisao (Department of Radiation Oncology, Daini Osaka Police Hospital, 2-6-40 Karasugatsuji, Tennoji-ku, Osaka 543-8922 Japan) ,  Aboshi Keiko (Department of Radiation Oncology, Daini Osaka Police Hospital, 2-6-40 Karasugatsuji, Tennoji-ku, Osaka 543-8922 Japan) ,  Yamaguchi Hiroko (Department of Radiation Oncology, Daini Osaka Police Hospital, 2-6-40 Karasugatsuji, Tennoji-ku, Osaka 543-8922 Japan) ,  Seo Yuji (Department of Radiation Oncology, Osaka University Graduate School of Medicine, 2-2 Yamada-oka, Suita, Osaka 565-0871 Japan) ,  Isohashi Fumiaki (Department of Radiation Oncology, Osaka University Graduate School of Medicine, 2-2 Yamada-oka, Suita, Osaka 565-0871 Japan) ,  Ogawa Kazuhiko (Department of Radiation Oncology, Osaka University Graduate School of Medicine, 2-2 Yamada-oka, Suita, Osaka 565-0871 Japan)
Material： Physica Medica
Volume： 72  Page： 88-95  Publication year： 2020 
JST Material Number： W3316A  ISSN： 1120-1797  Document type： Article
Article type： 原著論文  Country of issue： Netherlands (NLD)  Language： ENGLISH (EN)

Abstract/Point： This study aims to investigate...

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Thesaurus term： algorithm ,  anisotropy ,  lattice constant ,  *convolution ,  *prostate gland ,  bladder ,  *radiation dose ,  radiation dose distribution ,  *high-resolution ,  prostatic tumor ,  *neural network(network)
Semi thesaurus term： 訓練データ ,  CT画像 ,  *前立腺体積 ,  畳込みニューラルネットワーク , 【Automatic Indexing@JST】

Author keywords (4)： Deep learning ,  Convolution neural network ,  CT ,  Dose prediction

JST classification (1)： Radiotherapy for tumors  (GE03034K)

Terms in the title (9)： 前立腺容積 ,  変調 ,  アーク ,  療法 ,  高分解能 ,  線量 ,  予測 ,  畳込み ,  神経回路網