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Attribute-guided image generation of three-dimensional computed tomography images of lung nodules using a generative adversarial network.

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第一作者： Mizuho,Nishio

第一单位： Department of Diagnostic Imaging and Nuclear Medicine, Kyoto University Graduate School of Medicine, 54 Shogoin Kawaharacho, Sakyo-ku, Kyoto, 606-8507, Japan. Electronic address: nishiomizuho@gmail.com.

作者： Mizuho,Nishio ^[1] ; Chisako,Muramatsu ^[2] ; Shunjiro,Noguchi ^[3] ; Hirotsugu,Nakai ^[3] ; Koji,Fujimoto ^[4] ; Ryo,Sakamoto ^[5] ; Hiroshi,Fujita ^[6]

作者单位： Department of Diagnostic Imaging and Nuclear Medicine, Kyoto University Graduate School of Medicine, 54 Shogoin Kawaharacho, Sakyo-ku, Kyoto, 606-8507, Japan. Electronic address: nishiomizuho@gmail.com. ^[1] Faculty of Data Science, Shiga University, 1-1-1 Banba, Hikone, Shiga, 522-8522, Japan. ^[2] Department of Diagnostic Imaging and Nuclear Medicine, Kyoto University Graduate School of Medicine, 54 Shogoin Kawaharacho, Sakyo-ku, Kyoto, 606-8507, Japan. ^[3] Department of Diagnostic Imaging and Nuclear Medicine, Kyoto University Graduate School of Medicine, 54 Shogoin Kawaharacho, Sakyo-ku, Kyoto, 606-8507, Japan; Department of Real World Data Research and Development, Kyoto University Graduate School of Medicine, 54 Shogoin Kawaharacho, Sakyo-ku, Kyoto, 606-8507, Japan. ^[4] Department of Diagnostic Imaging and Nuclear Medicine, Kyoto University Graduate School of Medicine, 54 Shogoin Kawaharacho, Sakyo-ku, Kyoto, 606-8507, Japan; Preemptive Medicine and Lifestyle-Related Disease Research Center, Kyoto University Hospital, 53 Shogoin Kawaharacho, Sakyo-ku, Kyoto, 606-8507, Japan. ^[5] Department of Electrical, Electronic and Computer Engineering, Faculty of Engineering, Gifu University, 1-1 Yanagido, Gifu, 501-1194, Japan. ^[6]

关键词 Computed tomography Deep learning Generative adversarial network Image generation Lung nodule

医学主题词人类(Humans);成像, 三维(Imaging, Three-Dimensional);肺(Lung);肺肿瘤(Lung Neoplasms);孤立性肺结节(Solitary Pulmonary Nodule);体层摄影术, X线计算机(Tomography, X-Ray Computed)

DOI 10.1016/j.compbiomed.2020.104032

PMID 33045649

发布时间 2021-06-21

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准确一般字义偏差语意偏离译文作用小提交