Radiomic features from dynamic susceptibility contrast perfusion-weighted imaging improve the three-class prediction of molecular subtypes in patients with adult diffuse gliomas.

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第一作者： Dongling,Pei

第一单位： Department of Neurosurgery, The First Affiliated Hospital of Zhengzhou University, Jian She Dong Road 1, Zhengzhou, 450052, Henan, China.

作者： Dongling,Pei ^[1] ; Fangzhan,Guan ^[1] ; Xuanke,Hong ^[1] ; Zhen,Liu ^[1] ; Weiwei,Wang ^[2] ; Yuning,Qiu ^[1] ; Wenchao,Duan ^[1] ; Minkai,Wang ^[1] ; Chen,Sun ^[1] ; Wenqing,Wang ^[1] ; Xiangxiang,Wang ^[1] ; Yu,Guo ^[1] ; Zilong,Wang ^[1] ; Zhongyi,Liu ^[1] ; Aoqi,Xing ^[1] ; Zhixuan,Guo ^[1] ; Lin,Luo ^[1] ; Xianzhi,Liu ^[1] ; Jingliang,Cheng ^[3] ; Bin,Zhang ^[4] ; Zhenyu,Zhang ^[5] ; Jing,Yan ^[6]

作者单位： Department of Neurosurgery, The First Affiliated Hospital of Zhengzhou University, Jian She Dong Road 1, Zhengzhou, 450052, Henan, China. ^[1] Department of Pathology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China. ^[2] Department of MRI, The First Affiliated Hospital of Zhengzhou University, Jian She Dong Road 1, Zhengzhou, 450052, Henan, China. ^[3] Department of Radiology, The First Affiliated Hospital of Jinan University, Tianhe District, No. 613 Huangpu West Road, Guangzhou, Guangdong, China. xld_Jane_Eyre@126.com. ^[4] Department of Neurosurgery, The First Affiliated Hospital of Zhengzhou University, Jian She Dong Road 1, Zhengzhou, 450052, Henan, China. fcczhangzy1@zzu.edu.cn. ^[5] Department of MRI, The First Affiliated Hospital of Zhengzhou University, Jian She Dong Road 1, Zhengzhou, 450052, Henan, China. fccyanj@zzu.edu.cn. ^[6]

关键词 Glioma Isocitrate dehydrogenase Machine learning Magnetic resonance imaging Perfusion