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Deep-learning-derived input function in dynamic [<sup>18</sup>F]FDG PET imaging of mice.

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第一作者： Samuel,Kuttner

第一单位： The PET Imaging Center, University Hospital of North Norway, Tromsø, Norway.;UiT Machine Learning Group, Department of Physics and Technology, UiT The Arctic University of Norway, Tromsø, Norway.;Nuclear Medicine and Radiation Biology Research Group, Department of Clinical Medicine, UiT The Arctic University of Norway, Tromsø, Norway.

作者： Samuel,Kuttner ^[1] ; Luigi T,Luppino ^[2] ; Laurence,Convert ^[3] ; Otman,Sarrhini ^[3] ; Roger,Lecomte ^[4] ; Michael C,Kampffmeyer ^[2] ; Rune,Sundset ^[5] ; Robert,Jenssen ^[2]

作者单位： The PET Imaging Center, University Hospital of North Norway, Tromsø, Norway.;UiT Machine Learning Group, Department of Physics and Technology, UiT The Arctic University of Norway, Tromsø, Norway.;Nuclear Medicine and Radiation Biology Research Group, Department of Clinical Medicine, UiT The Arctic University of Norway, Tromsø, Norway. ^[1] UiT Machine Learning Group, Department of Physics and Technology, UiT The Arctic University of Norway, Tromsø, Norway. ^[2] Sherbrooke Molecular Imaging Centre of CRCHUS and Department of Nuclear Medicine and Radiobiology, Université de Sherbrooke, Sherbrooke, QC, Canada. ^[3] Sherbrooke Molecular Imaging Centre of CRCHUS and Department of Nuclear Medicine and Radiobiology, Université de Sherbrooke, Sherbrooke, QC, Canada.;Imaging Research & Technology Inc., Sherbrooke, QC, Canada. ^[4] The PET Imaging Center, University Hospital of North Norway, Tromsø, Norway.;Nuclear Medicine and Radiation Biology Research Group, Department of Clinical Medicine, UiT The Arctic University of Norway, Tromsø, Norway. ^[5]

关键词 Patlak analysis arterial input function estimation deep learning dynamic positron emission tomography (PET)glucose metabolism prediction model small-animal PET 18F-FDG PET/CT

DOI 10.3389/fnume.2024.1372379

PMID 39381031

发布时间 2024-10-23

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Deep-learning-derived input function in dynamic [<sup>18</sup>F]FDG PET imaging of mice.

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Deep-learning-derived input function in dynamic [<sup>18</sup>F]FDG PET imaging of mice.

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