Automatic head computed tomography image noise quantification with deep learning.

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作者： Satu I,Inkinen ^[1] ; Teemu,Mäkelä ^[2] ; Touko,Kaasalainen ^[3] ; Juha,Peltonen ^[3] ; Marko,Kangasniemi ^[3] ; Mika,Kortesniemi ^[3]

作者单位： HUS Diagnostic Center, Radiology, Helsinki University and Helsinki University Hospital, Haartmaninkatu 4, 00290 Helsinki, Finland. Electronic address: satu.inkinen@hus.fi. ^[1] HUS Diagnostic Center, Radiology, Helsinki University and Helsinki University Hospital, Haartmaninkatu 4, 00290 Helsinki, Finland; Department of Physics, University of Helsinki, P.O. Box 64, FI-00014 Helsinki, Finland. ^[2] HUS Diagnostic Center, Radiology, Helsinki University and Helsinki University Hospital, Haartmaninkatu 4, 00290 Helsinki, Finland. ^[3]

关键词 Anthropomorphic phantom Brain Computed tomography Deep learning Image quality Noise

主题词头部(Head);人类(Humans);图像处理, 计算机辅助(Image Processing, Computer-Assisted);体层摄影术, X线计算机(Tomography, X-Ray Computed)

DOI 10.1016/j.ejmp.2022.05.011

PMID 35671678

发布时间 2022-06-21

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