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Performance of deep learning-based segmentation of soft tissue sarcoma by MRI sequence, tumor type and location.

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第一作者： Linkai,Peng

第一单位： Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.

作者： Linkai,Peng ^[1] ; Laetitia,Perronne ^[1] ; Nicolò,Gennaro ^[1] ; Ahmad Pour,Rashidi ^[1] ; Zuzanna,Kobus ^[1] ; Mirinae,Seo ^[1] ; Amir A,Borhani ^[1] ; Linda,Kelahan ^[1] ; Kamal,Subedi ^[1] ; Hatice,Savas ^[1] ; Ryan,Avery ^[1] ; Tugce Agirlar,Trabzonlu ^[1] ; Chase,Krumpelman ^[1] ; Spyridon,Bakas ^[2] ; Akhil,Chawla ^[3] ; Sean,Sachdev ^[4] ; Pedro Hermida,de Viveiros ^[5] ; Seth M,Pollack ^[5] ; Ulas,Bagci ^[6] ; Yuri S,Velichko ^[7]

作者单位： Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA. ^[1] Department of Pathology, Indiana University School of Medicine, Indianapolis, IN, USA. ^[2] Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.;Robert H. Lurie Comprehensive Cancer Center, Northwestern University Feinberg School of Medicine, Chicago, IL, USA. ^[3] Robert H. Lurie Comprehensive Cancer Center, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.;Department of Radiation Oncology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA. ^[4] Robert H. Lurie Comprehensive Cancer Center, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.;Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA. ^[5] Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.;Robert H. Lurie Comprehensive Cancer Center, Northwestern University Feinberg School of Medicine, Chicago, IL, USA. ^[6] Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA. y-velichko@northwestern.edu.;Robert H. Lurie Comprehensive Cancer Center, Northwestern University Feinberg School of Medicine, Chicago, IL, USA. y-velichko@northwestern.edu. ^[7]

关键词 Anatomic location Deep learning Histology MRI Segmentation Soft tissue sarcoma