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Multilabel segmentation and analysis of skeletal muscle and adipose tissue in routine abdominal CT scans.

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第一作者： Robert,Kreher

第一单位： Department of Simulation and Graphics, Faculty of Computer Science, University of Magdeburg, Universitätsplatz 2 39106, Magdeburg, Germany. Electronic address: robert.kreher@ovgu.de.

作者： Robert,Kreher ^[1] ; Georg,Hille ^[2] ; Bernhard,Preim ^[2] ; Mattes,Hinnerichs ^[3] ; Jan,Borggrefe ^[4] ; Alexey,Surov ^[4] ; Sylvia,Saalfeld ^[5]

作者单位： Department of Simulation and Graphics, Faculty of Computer Science, University of Magdeburg, Universitätsplatz 2 39106, Magdeburg, Germany. Electronic address: robert.kreher@ovgu.de. ^[1] Department of Simulation and Graphics, Faculty of Computer Science, University of Magdeburg, Universitätsplatz 2 39106, Magdeburg, Germany. ^[2] Department of Radiology and Nuclear Medicine, University Hospital Magdeburg, Germany. ^[3] Department of Radiology, Neuroradiology and Nuclear Medicine, Johannes Wesling University Hospital Minden, Germany. ^[4] Department of Simulation and Graphics, Faculty of Computer Science, University of Magdeburg, Universitätsplatz 2 39106, Magdeburg, Germany; Department of Computational Medicine, Ilmenau University of Technology, Germany. ^[5]

关键词 Adipose tissue quantification Body composition assessment Medical image analysis Multilabel deep learning Sarcopenia detection Skeletal muscle segmentation