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Unsupervised PET logan parametric image estimation using conditional deep image prior.

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第一作者： Jianan,Cui

第一单位： The State Key Laboratory of Modern Optical Instrumentation, College of Optical Science and Engineering, Zhejiang University, Hangzhou, Zhejiang 310027, China; The Center for Advanced Medical Computing and Analysis, Massachusetts General Hospital/Harvard Medical School, Boston MA 02114, USA.

作者： Jianan,Cui ^[1] ; Kuang,Gong ^[2] ; Ning,Guo ^[2] ; Kyungsang,Kim ^[2] ; Huafeng,Liu ^[3] ; Quanzheng,Li ^[4]

作者单位： The State Key Laboratory of Modern Optical Instrumentation, College of Optical Science and Engineering, Zhejiang University, Hangzhou, Zhejiang 310027, China; The Center for Advanced Medical Computing and Analysis, Massachusetts General Hospital/Harvard Medical School, Boston MA 02114, USA. ^[1] The Center for Advanced Medical Computing and Analysis, Massachusetts General Hospital/Harvard Medical School, Boston MA 02114, USA. ^[2] The State Key Laboratory of Modern Optical Instrumentation, College of Optical Science and Engineering, Zhejiang University, Hangzhou, Zhejiang 310027, China; Jiaxing Key Laboratory of Photonic Sensing and Intelligent Imaging, Jiaxing, Zhejiang 314000, China; Intelligent Optics and Photonics Research Center, Jiaxing Research Institute, Zhejiang University, Zhejiang 314000, China. Electronic address: liuhf@zju.edu.cn. ^[3] The Center for Advanced Medical Computing and Analysis, Massachusetts General Hospital/Harvard Medical School, Boston MA 02114, USA. Electronic address: li.quanzheng@mgh.harvard.edu. ^[4]

关键词 Deep image prior Logan plot PET Parametric image estimation Unsupervised learning

医学主题词算法(Algorithms);计算机模拟(Computer Simulation);人类(Humans);图像处理, 计算机辅助(Image Processing, Computer-Assisted);正电子发射断层显像术(Positron-Emission Tomography)

DOI 10.1016/j.media.2022.102519

PMID 35767910

发布时间 2022-07-27

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准确一般字义偏差语意偏离译文作用小提交