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Automatic lung segmentation in COVID-19 patients: Impact on quantitative computed tomography analysis.

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第一作者： L,Berta

第一单位： Department of Medical Physics, ASST Grande Ospedale Metropolitano Niguarda, Piazza Ospedale Maggiore 3, 20162 Milan, Italy.

作者： L,Berta ^[1] ; F,Rizzetto ^[2] ; C,De Mattia ^[1] ; D,Lizio ^[1] ; M,Felisi ^[1] ; P E,Colombo ^[1] ; S,Carrazza ^[3] ; S,Gelmini ^[4] ; L,Bianchi ^[2] ; D,Artioli ^[5] ; F,Travaglini ^[5] ; A,Vanzulli ^[6] ; A,Torresin ^[7] ; Niguarda COVID-19 Working Group

作者单位： Department of Medical Physics, ASST Grande Ospedale Metropolitano Niguarda, Piazza Ospedale Maggiore 3, 20162 Milan, Italy. ^[1] Department of Radiology, ASST Grande Ospedale Metropolitano Niguarda, Piazza Ospedale Maggiore 3, 20162 Milan, Italy; Postgraduate School of Diagnostic and Interventional Radiology, Università degli Studi di Milano, via Festa del Perdono 7, 20122, Milan, Italy. ^[2] Department of Physics, Università degli Studi di Milano, via Giovanni Celoria 16, 20133 Milan, Italy; Department of Physics, INFN Sezione di Milano, via Giovanni Celoria 16, 20133 Milan, Italy. ^[3] Department of Physics, Università degli Studi di Milano, via Giovanni Celoria 16, 20133 Milan, Italy. ^[4] Department of Radiology, ASST Grande Ospedale Metropolitano Niguarda, Piazza Ospedale Maggiore 3, 20162 Milan, Italy. ^[5] Department of Radiology, ASST Grande Ospedale Metropolitano Niguarda, Piazza Ospedale Maggiore 3, 20162 Milan, Italy; Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, via Festa del Perdono 7, 20122, Milan, Italy. ^[6] Department of Medical Physics, ASST Grande Ospedale Metropolitano Niguarda, Piazza Ospedale Maggiore 3, 20162 Milan, Italy; Department of Physics, Università degli Studi di Milano, via Giovanni Celoria 16, 20133 Milan, Italy. Electronic address: alberto.torresin@unimi.it. ^[7]

关键词 COVID-19 Computed tomography Lung segmentation QCT Quantitative imaging Segmentation algorithms

医学主题词算法(Algorithms);人类(Humans);图像处理, 计算机辅助(Image Processing, Computer-Assisted);肺(Lung);体层摄影术, X线计算机(Tomography, X-Ray Computed)

DOI 10.1016/j.ejmp.2021.06.001

PMID 34139383

发布时间 2022-07-16

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